From ecd506eb1218251b5c86cd5c3ab6e40ae19168ad Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 11:32:58 -0800
Subject: [PATCH 01/17] feat: add the C src files

---
 .../stdlib/stats/base/dists/degenerate/mgf.h  | 42 +++++++++++
 .../base/dists/degenerate/mgf/src/Makefile    | 70 +++++++++++++++++++
 .../base/dists/degenerate/mgf/src/addon.c     | 23 ++++++
 .../base/dists/degenerate/mgf/src/main.c      | 50 +++++++++++++
 4 files changed, 185 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include/stdlib/stats/base/dists/degenerate/mgf.h
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/addon.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include/stdlib/stats/base/dists/degenerate/mgf.h b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include/stdlib/stats/base/dists/degenerate/mgf.h
new file mode 100644
index 000000000000..81e99bab66d8
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include/stdlib/stats/base/dists/degenerate/mgf.h
@@ -0,0 +1,42 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#ifndef STDLIB_STATS_BASE_DISTS_DEGENERATE_MGF_H
+#define STDLIB_STATS_BASE_DISTS_DEGENERATE_MGF_H
+
+/*
+* If C++, prevent name mangling so that the compiler emits a binary file having undecorated names, thus mirroring the behavior of a C compiler.
+*/
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+/**
+* Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.
+*
+* @param t    input value
+* @param mu   value at which to center the distribution
+* @return     evaluated MGF
+*/
+double stdlib_base_dists_degenerate_mgf( const double t, const double mu );
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif // !STDLIB_STATS_BASE_DISTS_DEGENERATE_MGF_H
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/Makefile b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/Makefile
new file mode 100644
index 000000000000..7733b6180cb4
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/Makefile
@@ -0,0 +1,70 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+
+# RULES #
+
+#/
+# Removes generated files for building an add-on.
+#
+# @example
+# make clean-addon
+#/
+clean-addon:
+	$(QUIET) -rm -f *.o *.node
+
+.PHONY: clean-addon
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean: clean-addon
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/addon.c
new file mode 100644
index 000000000000..404e429a2147
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/addon.c
@@ -0,0 +1,23 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/math/base/napi/binary.h"
+#include "stdlib/stats/base/dists/degenerate/mgf.h"
+
+// cppcheck-suppress shadowFunction
+STDLIB_MATH_BASE_NAPI_MODULE_DD_D( stdlib_base_dists_degenerate_mgf )
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
new file mode 100644
index 000000000000..097c9bb8d526
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
@@ -0,0 +1,50 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/math/base/assert/is_nan.h"
+#include "stdlib/math/base/special/exp.h"
+
+/**
+* Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.
+*
+* @param t    input value
+* @param mu   value at which to center the distribution
+* @return     evaluated MGF, or NaN if input is invalid
+*
+* @example
+* double y = stdlib_base_dists_degenerate_mgf( 1.0, 1.0 );
+* // returns ~2.718
+*
+* @example
+* double y = stdlib_base_dists_degenerate_mgf( 2.0, 3.0 );
+* // returns ~403.429
+*
+* @example
+* double y = stdlib_base_dists_degenerate_mgf( NAN, 0.0 );
+* // returns NaN
+*
+* @example
+* double y = stdlib_base_dists_degenerate_mgf( 0.0, NAN );
+* // returns NaN
+*/
+double stdlib_base_dists_degenerate_mgf( const double t, const double mu ) {
+    if ( stdlib_base_is_nan( t ) || stdlib_base_is_nan( mu ) ) {
+        return 0.0/0.0; // NaN
+    }
+    return stdlib_base_exp( mu * t );
+}

From dc4b644e52edea408f9981bb7ed1872915604fcd Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 11:33:14 -0800
Subject: [PATCH 02/17] feat: add the C benchmark and example files

---
 .../dists/degenerate/mgf/benchmark/c/Makefile | 146 ++++++++++++++++++
 .../degenerate/mgf/benchmark/c/benchmark.c    | 107 +++++++++++++
 .../dists/degenerate/mgf/examples/c/Makefile  | 146 ++++++++++++++++++
 .../dists/degenerate/mgf/examples/c/example.c |  43 ++++++
 4 files changed, 442 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/Makefile
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/Makefile
new file mode 100644
index 000000000000..a4bd7b38fd74
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+# Define the program used for compiling C source files:
+ifdef C_COMPILER
+	CC := $(C_COMPILER)
+else
+	CC := gcc
+endif
+
+# Define the command-line options when compiling C files:
+CFLAGS ?= \
+	-std=c99 \
+	-O3 \
+	-Wall \
+	-pedantic
+
+# Determine whether to generate position independent code ([1][1], [2][2]).
+#
+# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options
+# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option
+ifeq ($(OS), WINNT)
+	fPIC ?=
+else
+	fPIC ?= -fPIC
+endif
+
+# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`):
+INCLUDE ?=
+
+# List of source files:
+SOURCE_FILES ?=
+
+# List of libraries (e.g., `-lopenblas -lpthread`):
+LIBRARIES ?=
+
+# List of library paths (e.g., `-L /foo/bar -L /beep/boop`):
+LIBPATH ?=
+
+# List of C targets:
+c_targets := benchmark.out
+
+
+# RULES #
+
+#/
+# Compiles source files.
+#
+# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`)
+# @param {string} [CFLAGS] - C compiler options
+# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`)
+# @param {string} [SOURCE_FILES] - list of source files
+# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`)
+# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`)
+#
+# @example
+# make
+#
+# @example
+# make all
+#/
+all: $(c_targets)
+
+.PHONY: all
+
+#/
+# Compiles C source files.
+#
+# @private
+# @param {string} CC - C compiler (e.g., `gcc`)
+# @param {string} CFLAGS - C compiler options
+# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`)
+# @param {string} SOURCE_FILES - list of source files
+# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`)
+# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`)
+#/
+$(c_targets): %.out: %.c
+	$(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES)
+
+#/
+# Runs compiled benchmarks.
+#
+# @example
+# make run
+#/
+run: $(c_targets)
+	$(QUIET) ./$<
+
+.PHONY: run
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean:
+	$(QUIET) -rm -f *.o *.out
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
new file mode 100644
index 000000000000..0369c36e549d
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
@@ -0,0 +1,107 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/degenerate/mgf.h"
+#include <stdlib.h>
+#include <stdio.h>
+#include <math.h>
+#include <time.h>
+#include <sys/time.h>
+
+#define NAME "degenerate-mgf"
+#define ITERATIONS 1000000
+#define REPEATS 3
+
+static void print_version( void ) {
+	printf( "TAP version 13\n" );
+}
+
+static void print_summary( int total, int passing ) {
+	printf( "#\n" );
+	printf( "1..%d\n", total ); // TAP plan
+	printf( "# total %d\n", total );
+	printf( "# pass  %d\n", passing );
+	printf( "#\n" );
+	printf( "# ok\n" );
+}
+
+static void print_results( double elapsed ) {
+	double rate = (double)ITERATIONS / elapsed;
+	printf( "  ---\n" );
+	printf( "  iterations: %d\n", ITERATIONS );
+	printf( "  elapsed: %0.9f\n", elapsed );
+	printf( "  rate: %0.9f\n", rate );
+	printf( "  ...\n" );
+}
+
+static double tic( void ) {
+	struct timeval now;
+	gettimeofday( &now, NULL );
+	return (double)now.tv_sec + (double)now.tv_usec/1.0e6;
+}
+
+static double random_uniform( const double min, const double max ) {
+	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+	return min + ( v*(max-min) );
+}
+
+static double benchmark( void ) {
+	double elapsed;
+	double t[ 100 ];
+	double mu[ 100 ];
+	double y;
+	double start;
+	int i;
+
+	for ( i = 0; i < 100; i++ ) {
+		t[ i ] = random_uniform( -10.0, 10.0 );
+		mu[ i ] = random_uniform( -20.0, 20.0 );
+	}
+
+	start = tic();
+	for ( i = 0; i < ITERATIONS; i++ ) {
+		y = stdlib_base_dists_degenerate_mgf( t[ i%100 ], mu[ i%100 ] );
+		if ( y != y ) { // Check for NaN
+			printf( "should not return NaN\n" );
+			break;
+		}
+	}
+	elapsed = tic() - start;
+
+	if ( y != y ) {
+		printf( "should not return NaN\n" );
+	}
+	return elapsed;
+}
+
+int main( void ) {
+	double elapsed;
+	int i;
+
+	// Seed the random number generator:
+	srand( time( NULL ) );
+
+	print_version();
+	for ( i = 0; i < REPEATS; i++ ) {
+		printf( "# c::%s\n", NAME );
+		elapsed = benchmark();
+		print_results( elapsed );
+		printf( "ok %d benchmark finished\n", i+1 );
+	}
+	print_summary( REPEATS, REPEATS );
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/Makefile b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/Makefile
new file mode 100644
index 000000000000..25ced822f96a
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/Makefile
@@ -0,0 +1,146 @@
+#/
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#/
+
+# VARIABLES #
+
+ifndef VERBOSE
+	QUIET := @
+else
+	QUIET :=
+endif
+
+# Determine the OS ([1][1], [2][2]).
+#
+# [1]: https://en.wikipedia.org/wiki/Uname#Examples
+# [2]: http://stackoverflow.com/a/27776822/2225624
+OS ?= $(shell uname)
+ifneq (, $(findstring MINGW,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring MSYS,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring CYGWIN,$(OS)))
+	OS := WINNT
+else
+ifneq (, $(findstring Windows_NT,$(OS)))
+	OS := WINNT
+endif
+endif
+endif
+endif
+
+# Define the program used for compiling C source files:
+ifdef C_COMPILER
+	CC := $(C_COMPILER)
+else
+	CC := gcc
+endif
+
+# Define the command-line options when compiling C files:
+CFLAGS ?= \
+	-std=c99 \
+	-O3 \
+	-Wall \
+	-pedantic
+
+# Determine whether to generate position independent code ([1][1], [2][2]).
+#
+# [1]: https://gcc.gnu.org/onlinedocs/gcc/Code-Gen-Options.html#Code-Gen-Options
+# [2]: http://stackoverflow.com/questions/5311515/gcc-fpic-option
+ifeq ($(OS), WINNT)
+	fPIC ?=
+else
+	fPIC ?= -fPIC
+endif
+
+# List of includes (e.g., `-I /foo/bar -I /beep/boop/include`):
+INCLUDE ?=
+
+# List of source files:
+SOURCE_FILES ?=
+
+# List of libraries (e.g., `-lopenblas -lpthread`):
+LIBRARIES ?=
+
+# List of library paths (e.g., `-L /foo/bar -L /beep/boop`):
+LIBPATH ?=
+
+# List of C targets:
+c_targets := example.out
+
+
+# RULES #
+
+#/
+# Compiles source files.
+#
+# @param {string} [C_COMPILER] - C compiler (e.g., `gcc`)
+# @param {string} [CFLAGS] - C compiler options
+# @param {(string|void)} [fPIC] - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} [INCLUDE] - list of includes (e.g., `-I /foo/bar -I /beep/boop/include`)
+# @param {string} [SOURCE_FILES] - list of source files
+# @param {string} [LIBPATH] - list of library paths (e.g., `-L /foo/bar -L /beep/boop`)
+# @param {string} [LIBRARIES] - list of libraries (e.g., `-lopenblas -lpthread`)
+#
+# @example
+# make
+#
+# @example
+# make all
+#/
+all: $(c_targets)
+
+.PHONY: all
+
+#/
+# Compiles C source files.
+#
+# @private
+# @param {string} CC - C compiler (e.g., `gcc`)
+# @param {string} CFLAGS - C compiler options
+# @param {(string|void)} fPIC - compiler flag determining whether to generate position independent code (e.g., `-fPIC`)
+# @param {string} INCLUDE - list of includes (e.g., `-I /foo/bar`)
+# @param {string} SOURCE_FILES - list of source files
+# @param {string} LIBPATH - list of library paths (e.g., `-L /foo/bar`)
+# @param {string} LIBRARIES - list of libraries (e.g., `-lopenblas`)
+#/
+$(c_targets): %.out: %.c
+	$(QUIET) $(CC) $(CFLAGS) $(fPIC) $(INCLUDE) -o $@ $(SOURCE_FILES) $< $(LIBPATH) -lm $(LIBRARIES)
+
+#/
+# Runs compiled examples.
+#
+# @example
+# make run
+#/
+run: $(c_targets)
+	$(QUIET) ./$<
+
+.PHONY: run
+
+#/
+# Removes generated files.
+#
+# @example
+# make clean
+#/
+clean:
+	$(QUIET) -rm -f *.o *.out
+
+.PHONY: clean
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
new file mode 100644
index 000000000000..ff010af26368
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
@@ -0,0 +1,43 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+#include "stdlib/stats/base/dists/degenerate/mgf.h"
+#include <stdlib.h>
+#include <stdio.h>
+
+static double random_uniform( const double min, const double max ) {
+    double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+    return min + ( v * ( max - min ) );
+}
+
+int main( void ) {
+    double t;
+    double mu;
+    double result;
+    int i;
+
+    for ( i = 0; i < 10; i++ ) {
+        t = random_uniform( -10.0, 10.0 );
+        mu = random_uniform( -20.0, 20.0 );
+        result = stdlib_base_dists_degenerate_mgf( t, mu );
+
+        printf( "t: %lf, mu: %lf, MGF: %lf\n", t, mu, result );
+    }
+
+    return 0;
+}

From 4f0d59f738194c7cc291c4e0a870f038de309b1d Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 11:33:28 -0800
Subject: [PATCH 03/17] feat: add the JS native files

---
 .../mgf/benchmark/benchmark.native.js         | 70 ++++++++++++++++
 .../base/dists/degenerate/mgf/lib/native.js   | 63 +++++++++++++++
 .../dists/degenerate/mgf/test/test.native.js  | 81 +++++++++++++++++++
 3 files changed, 214 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/lib/native.js
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
new file mode 100644
index 000000000000..afe515314dde
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
@@ -0,0 +1,70 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var bench = require( '@stdlib/bench' );
+var Float64Array = require( '@stdlib/array/float64' );
+var randu = require( '@stdlib/random/base/randu' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var pkg = require( './../package.json' ).name;
+
+
+// VARIABLES //
+
+var mgf = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( mgf instanceof Error )
+};
+
+
+// MAIN //
+
+bench( pkg+'::native', opts, function benchmark( b ) {
+	var len;
+	var t;
+	var mu;
+	var y;
+	var i;
+
+	len = 100;
+	t = new Float64Array( len );
+	mu = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		t[ i ] = ( randu() * 20.0 ) - 10.0;
+		mu[ i ] = ( randu() * 40.0 ) - 20.0;
+	}
+
+	b.tic();
+	for ( i = 0; i < b.iterations; i++ ) {
+		y = mgf( t[ i % len ], mu[ i % len ] );
+		if ( isnan( y ) ) {
+			b.fail( 'should not return NaN' );
+		}
+	}
+	b.toc();
+	if ( isnan( y ) ) {
+		b.fail( 'should not return NaN' );
+	}
+	b.pass( 'benchmark finished' );
+	b.end();
+});
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/lib/native.js
new file mode 100644
index 000000000000..16cf2477f735
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/lib/native.js
@@ -0,0 +1,63 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2025 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var addon = require( './../src/addon.node' );
+
+
+// MAIN //
+
+/**
+* Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.
+*
+* @private
+* @param {number} t - input value
+* @param {number} mu - constant value of the distribution
+* @returns {number} evaluated MGF
+*
+* @example
+* var y = mgf( 1.0, 2.0 );
+* // returns ~7.389
+*
+* @example
+* var y = mgf( 0.0, 2.0 );
+* // returns 1.0
+*
+* @example
+* var y = mgf( -1.0, 2.0 );
+* // returns ~0.135
+*
+* @example
+* var y = mgf( NaN, 2.0 );
+* // returns NaN
+*
+* @example
+* var y = mgf( 1.0, NaN );
+* // returns NaN
+*/
+function mgf( t, mu ) {
+	return addon( t, mu );
+}
+
+
+// EXPORTS //
+
+module.exports = mgf;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js
new file mode 100644
index 000000000000..4d45c354586d
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js
@@ -0,0 +1,81 @@
+/**
+* @license Apache-2.0
+*
+* Copyright (c) 2018 The Stdlib Authors.
+*
+* Licensed under the Apache License, Version 2.0 (the "License");
+* you may not use this file except in compliance with the License.
+* You may obtain a copy of the License at
+*
+*    http://www.apache.org/licenses/LICENSE-2.0
+*
+* Unless required by applicable law or agreed to in writing, software
+* distributed under the License is distributed on an "AS IS" BASIS,
+* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+* See the License for the specific language governing permissions and
+* limitations under the License.
+*/
+
+'use strict';
+
+// MODULES //
+
+var resolve = require( 'path' ).resolve;
+var tape = require( 'tape' );
+var tryRequire = require( '@stdlib/utils/try-require' );
+var isnan = require( '@stdlib/math/base/assert/is-nan' );
+var exp = require( '@stdlib/math/base/special/exp' );
+
+
+// VARIABLES //
+
+var mgf = tryRequire( resolve( __dirname, './../lib/native.js' ) );
+var opts = {
+	'skip': ( mgf instanceof Error )
+};
+
+
+// TESTS //
+
+tape( 'main export is a function', opts, function test( t ) {
+	t.ok( true, __filename );
+	t.strictEqual( typeof mgf, 'function', 'main export is a function' );
+	t.end();
+});
+
+tape( 'if provided `NaN` for any parameter, the function returns `NaN`', opts, function test( t ) {
+	var y;
+
+	y = mgf( NaN, 0.0 );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( 0.0, NaN );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	y = mgf( NaN, NaN );
+	t.equal( isnan( y ), true, 'returns NaN' );
+
+	t.end();
+});
+
+tape( 'the function evaluates the MGF of a degenerate distribution centered at `mu`', opts, function test( t ) {
+	var mu;
+	var x;
+	var y;
+
+	mu = 0.0;
+	x = 2.0;
+	y = mgf( x, mu );
+	t.equal( y, exp( x*mu ), 'returns expected value' );
+
+	mu = 2.0;
+	x = 1.0;
+	y = mgf( x, mu );
+	t.equal( y, exp( x*mu ), 'returns expected value' );
+
+	x = 3.0;
+	y = mgf( x, mu );
+	t.equal( y, exp( x*mu ), 'returns expected value' );
+
+	t.end();
+});

From 4b897d8e3e826b7e77d3432e9b6615250c6ab2d4 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 11:33:42 -0800
Subject: [PATCH 04/17] build: added the json and gyp dependency files

---
 .../base/dists/degenerate/mgf/binding.gyp     | 149 ++++++++++++++++++
 .../base/dists/degenerate/mgf/include.gypi    |  48 ++++++
 .../base/dists/degenerate/mgf/manifest.json   |  79 ++++++++++
 .../base/dists/degenerate/mgf/package.json    |   3 +
 4 files changed, 279 insertions(+)
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/binding.gyp
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include.gypi
 create mode 100644 lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/manifest.json

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/binding.gyp
new file mode 100644
index 000000000000..114dcb77c6aa
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/binding.gyp
@@ -0,0 +1,149 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# A `.gyp` file for building a Node.js native add-on.
+#
+# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
+# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
+{
+    # List of files to include in this file:
+    "includes": [
+        "./include.gypi",
+    ],
+    # Define variables to be used throughout the configuration for all targets:
+    "variables": {
+        # Target name should match the add-on export name:
+        "addon_target_name%": "addon",
+        # Set variables based on the host OS:
+        "conditions": [
+            [
+                'OS=="win"',
+                {
+                    # Define the object file suffix:
+                    "obj": "obj",
+                },
+                {
+                    # Define the object file suffix:
+                    "obj": "o",
+                },
+            ],  # end condition (OS=="win")
+        ],  # end conditions
+    },  # end variables
+    # Define compile targets:
+    "targets": [
+        # Target to generate an add-on:
+        {
+            # The target name should match the add-on export name:
+            "target_name": "<(addon_target_name)",
+            # Define dependencies:
+            "dependencies": [],
+            # Define directories which contain relevant include headers:
+            "include_dirs": [
+                # Local include directory:
+                "<@(include_dirs)",
+            ],
+            # List of source files:
+            "sources": [
+                "<@(src_files)",
+                "src/addon.c",
+            ],
+            # Settings which should be applied when a target's object files are used as linker input:
+            "link_settings": {
+                # Define libraries:
+                "libraries": [
+                    "<@(libraries)",
+                ],
+                # Define library directories:
+                "library_dirs": [
+                    "<@(library_dirs)",
+                ],
+            },
+            # C/C++ compiler flags:
+            "cflags": [
+                # Enable commonly used warning options:
+                "-Wall",
+                # Aggressive optimization:
+                "-O3",
+            ],
+            # C specific compiler flags:
+            "cflags_c": [
+                # Specify the C standard to which a program is expected to conform:
+                "-std=c99",
+            ],
+            # C++ specific compiler flags:
+            "cflags_cpp": [
+                # Specify the C++ standard to which a program is expected to conform:
+                "-std=c++11",
+            ],
+            # Linker flags:
+            "ldflags": [],
+            # Apply conditions based on the host OS:
+            "conditions": [
+                [
+                    'OS=="mac"',
+                    {
+                        # Linker flags:
+                        "ldflags": [
+                            "-undefined dynamic_lookup",
+                            "-Wl,-no-pie",
+                            "-Wl,-search_paths_first",
+                        ],
+                    },
+                ],  # end condition (OS=="mac")
+                [
+                    'OS!="win"',
+                    {
+                        # C/C++ flags:
+                        "cflags": [
+                            # Generate platform-independent code:
+                            "-fPIC",
+                        ],
+                    },
+                ],  # end condition (OS!="win")
+            ],  # end conditions
+        },  # end target <(addon_target_name)
+        # Target to copy a generated add-on to a standard location:
+        {
+            "target_name": "copy_addon",
+            # Declare that the output of this target is not linked:
+            "type": "none",
+            # Define dependencies:
+            "dependencies": [
+                # Require that the add-on be generated before building this target:
+                "<(addon_target_name)",
+            ],
+            # Define a list of actions:
+            "actions": [
+                {
+                    "action_name": "copy_addon",
+                    "message": "Copying addon...",
+                    # Explicitly list the inputs in the command-line invocation below:
+                    "inputs": [],
+                    # Declare the expected outputs:
+                    "outputs": [
+                        "<(addon_output_dir)/<(addon_target_name).node",
+                    ],
+                    # Define the command-line invocation:
+                    "action": [
+                        "cp",
+                        "<(PRODUCT_DIR)/<(addon_target_name).node",
+                        "<(addon_output_dir)/<(addon_target_name).node",
+                    ],
+                },
+            ],  # end actions
+        },  # end target copy_addon
+    ],  # end targets
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include.gypi
new file mode 100644
index 000000000000..235be47d6d3b
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include.gypi
@@ -0,0 +1,48 @@
+# @license Apache-2.0
+#
+# Copyright (c) 2025 The Stdlib Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# A GYP include file for building a Node.js native add-on.
+#
+# Main documentation:
+#
+# [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
+# [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
+{
+    # Define variables to be used throughout the configuration for all targets:
+    "variables": {
+        # Source directory:
+        "src_dir": "./src",
+        # Include directories:
+        "include_dirs": [
+            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).include; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
+        ],
+        # Add-on destination directory:
+        "addon_output_dir": "./src",
+        # Source files:
+        "src_files": [
+            "<(src_dir)/addon.c",
+            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).src; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
+        ],
+        # Library dependencies:
+        "libraries": [
+            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).libraries; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
+        ],
+        # Library directories:
+        "library_dirs": [
+            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
+        ],
+    },  # end variables
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/manifest.json
new file mode 100644
index 000000000000..b6afd01e51f7
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/manifest.json
@@ -0,0 +1,79 @@
+{
+  "options": {
+    "task": "build",
+    "wasm": false
+  },
+  "fields": [
+    {
+      "field": "src",
+      "resolve": true,
+      "relative": true
+    },
+    {
+      "field": "include",
+      "resolve": true,
+      "relative": true
+    },
+    {
+      "field": "libraries",
+      "resolve": false,
+      "relative": false
+    },
+    {
+      "field": "libpath",
+      "resolve": true,
+      "relative": false
+    }
+  ],
+  "confs": [
+    {
+      "task": "build",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/napi/binary",
+        "@stdlib/math/base/assert/is-nan",
+        "@stdlib/math/base/special/exp"
+      ]
+    },
+    {
+      "task": "benchmark",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nan",
+        "@stdlib/math/base/special/exp"
+      ]
+    },
+    {
+      "task": "examples",
+      "wasm": false,
+      "src": [
+        "./src/main.c"
+      ],
+      "include": [
+        "./include"
+      ],
+      "libraries": [],
+      "libpath": [],
+      "dependencies": [
+        "@stdlib/math/base/assert/is-nan",
+        "@stdlib/math/base/special/exp"
+      ]
+    }
+  ]
+}
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/package.json b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/package.json
index 43ceb47beae7..edad9bbed858 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/package.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/package.json
@@ -14,10 +14,13 @@
     }
   ],
   "main": "./lib",
+  "gypfile": true,
   "directories": {
     "benchmark": "./benchmark",
     "doc": "./docs",
+    "include": "./include",
     "example": "./examples",
+    "src": "./src",
     "lib": "./lib",
     "test": "./test"
   },

From 70b32ba2dc6307863ca148bd28247d1afe52ae9a Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Sun, 5 Jan 2025 11:33:57 -0800
Subject: [PATCH 05/17] docs: update README with C API documentation

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../stats/base/dists/degenerate/mgf/README.md | 98 +++++++++++++++++++
 1 file changed, 98 insertions(+)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
index 4c413bc39279..56d1a32770b0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
@@ -132,6 +132,104 @@ for ( i = 0; i < 100; i++ ) {
 
 <!-- /.examples -->
 
+<!-- C interface documentation. -->
+
+* * *
+
+<section class="c">
+
+## C APIs
+
+<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
+
+<section class="intro">
+
+</section>
+
+<!-- /.intro -->
+
+<!-- C usage documentation. -->
+
+<section class="usage">
+
+### Usage
+
+```c
+#include "stdlib/stats/base/dists/degenerate/mgf.h"
+```
+
+#### stdlib_base_dists_degenerate_mgf( mu )
+
+Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.
+
+```c
+double out = stdlib_base_dists_degenerate_mgf( 1.0, 1.0 );
+// returns ~2.718
+```
+
+The function accepts the following arguments:
+
+-   **t**: `[in] double` input value.
+-   **mu**: `[in] double` value at which to center the distribution.
+
+```c
+double stdlib_base_dists_degenerate_mgf( const double t, const double mu );
+```
+
+</section>
+
+<!-- /.usage -->
+
+<!-- C API usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
+
+<section class="notes">
+
+</section>
+
+<!-- /.notes -->
+
+<!-- C API usage examples. -->
+
+<section class="examples">
+
+### Examples
+
+```c
+#include "stdlib/stats/base/dists/degenerate/mgf.h"
+#include <stdlib.h>
+#include <stdio.h>
+
+static double random_uniform( const double min, const double max ) {
+    double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+    return min + ( v * ( max - min ) );
+}
+
+int main( void ) {
+    double t;
+    double mu;
+    double result;
+    int i;
+
+    for ( i = 0; i < 10; i++ ) {
+        t = random_uniform( -10.0, 10.0 );
+        mu = random_uniform( -20.0, 20.0 );
+        result = stdlib_base_dists_degenerate_mgf( t, mu );
+
+        printf( "t: %lf, mu: %lf, MGF: %lf\n", t, mu, result );
+    }
+
+    return 0;
+}
+```
+
+</section>
+
+<!-- /.examples -->
+
+</section>
+
+<!-- /.c -->
+
 <!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
 
 <section class="references">

From 815e870b2f2f4c3dce5118e628f7ea8dafad52bb Mon Sep 17 00:00:00 2001
From: Karan Anand <119553199+anandkaranubc@users.noreply.github.com>
Date: Sun, 5 Jan 2025 11:54:18 -0800
Subject: [PATCH 06/17] Update README.md

Signed-off-by: Karan Anand <119553199+anandkaranubc@users.noreply.github.com>
---
 .../@stdlib/stats/base/dists/degenerate/mgf/README.md           | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
index 56d1a32770b0..685db04abab0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
@@ -158,7 +158,7 @@ for ( i = 0; i < 100; i++ ) {
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
 ```
 
-#### stdlib_base_dists_degenerate_mgf( mu )
+#### stdlib_base_dists_degenerate_mgf( t, mu )
 
 Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.
 

From 79edd0f3bd54cd9751c1fefb940707a956dccb92 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Tue, 7 Jan 2025 21:56:52 -0800
Subject: [PATCH 07/17] refactor: fixed the formatting issues

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: missing_dependencies
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---
---
 .../dists/degenerate/mgf/benchmark/c/benchmark.c | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
index 0369c36e549d..669161a30919 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
@@ -16,12 +16,12 @@
 * limitations under the License.
 */
 
+#include <sys/time.h>
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
-#include <stdlib.h>
-#include <stdio.h>
 #include <math.h>
+#include <stdio.h>
+#include <stdlib.h>
 #include <time.h>
-#include <sys/time.h>
 
 #define NAME "degenerate-mgf"
 #define ITERATIONS 1000000
@@ -52,12 +52,12 @@ static void print_results( double elapsed ) {
 static double tic( void ) {
 	struct timeval now;
 	gettimeofday( &now, NULL );
-	return (double)now.tv_sec + (double)now.tv_usec/1.0e6;
+	return (double)now.tv_sec + (double)now.tv_usec / 1.0e6;
 }
 
 static double random_uniform( const double min, const double max ) {
 	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
-	return min + ( v*(max-min) );
+	return min + ( v * ( max - min ) );
 }
 
 static double benchmark( void ) {
@@ -75,7 +75,7 @@ static double benchmark( void ) {
 
 	start = tic();
 	for ( i = 0; i < ITERATIONS; i++ ) {
-		y = stdlib_base_dists_degenerate_mgf( t[ i%100 ], mu[ i%100 ] );
+		y = stdlib_base_dists_degenerate_mgf( t[ i % 100 ], mu[ i % 100 ] );
 		if ( y != y ) { // Check for NaN
 			printf( "should not return NaN\n" );
 			break;
@@ -93,7 +93,7 @@ int main( void ) {
 	double elapsed;
 	int i;
 
-	// Seed the random number generator:
+   	// Seed the random number generator:
 	srand( time( NULL ) );
 
 	print_version();
@@ -101,7 +101,7 @@ int main( void ) {
 		printf( "# c::%s\n", NAME );
 		elapsed = benchmark();
 		print_results( elapsed );
-		printf( "ok %d benchmark finished\n", i+1 );
+		printf( "ok %d benchmark finished\n", i + 1 );
 	}
 	print_summary( REPEATS, REPEATS );
 }

From 0bf277e068130bf56a22dcb3c177767c081a3d1e Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Tue, 7 Jan 2025 22:05:52 -0800
Subject: [PATCH 08/17] refactor: fixed the formatting issues

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: passed
  - task: lint_package_json
    status: passed
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: missing_dependencies
  - task: lint_c_examples
    status: missing_dependencies
  - task: lint_c_benchmarks
    status: missing_dependencies
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: passed
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: passed
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../stats/base/dists/degenerate/mgf/README.md |  11 +-
 .../degenerate/mgf/benchmark/c/benchmark.c    |   2 +-
 .../base/dists/degenerate/mgf/binding.gyp     | 267 ++++++++++--------
 .../dists/degenerate/mgf/examples/c/example.c |  29 +-
 .../base/dists/degenerate/mgf/include.gypi    |  53 ++--
 .../base/dists/degenerate/mgf/manifest.json   |   3 +-
 .../base/dists/degenerate/mgf/package.json    |   4 +-
 .../base/dists/degenerate/mgf/src/main.c      |  20 +-
 8 files changed, 203 insertions(+), 186 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
index 685db04abab0..a0ebeadc49aa 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
@@ -195,6 +195,7 @@ double stdlib_base_dists_degenerate_mgf( const double t, const double mu );
 ### Examples
 
 ```c
+#include "stdlib/math/base/special/round.h"
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
 #include <stdlib.h>
 #include <stdio.h>
@@ -205,17 +206,17 @@ static double random_uniform( const double min, const double max ) {
 }
 
 int main( void ) {
-    double t;
-    double mu;
     double result;
+    double mu;
+    double t;
     int i;
 
     for ( i = 0; i < 10; i++ ) {
-        t = random_uniform( -10.0, 10.0 );
-        mu = random_uniform( -20.0, 20.0 );
+        t = stdlib_base_round( random_uniform( 0.0, 5.0 ) );
+        mu = stdlib_base_round( random_uniform( 0.0, 5.0 ) );
         result = stdlib_base_dists_degenerate_mgf( t, mu );
 
-        printf( "t: %lf, mu: %lf, MGF: %lf\n", t, mu, result );
+        printf( "t: %lf, µ: %lf, M_X(t;µ): %lf\n", t, mu, result );
     }
 
     return 0;
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
index 669161a30919..e018f928f251 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
@@ -93,7 +93,7 @@ int main( void ) {
 	double elapsed;
 	int i;
 
-   	// Seed the random number generator:
+ 	// Seed the random number generator:
 	srand( time( NULL ) );
 
 	print_version();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/binding.gyp b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/binding.gyp
index 114dcb77c6aa..68a1ca11d160 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/binding.gyp
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/binding.gyp
@@ -19,131 +19,152 @@
 # [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
 # [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
 {
-    # List of files to include in this file:
-    "includes": [
-        "./include.gypi",
-    ],
-    # Define variables to be used throughout the configuration for all targets:
-    "variables": {
-        # Target name should match the add-on export name:
-        "addon_target_name%": "addon",
-        # Set variables based on the host OS:
-        "conditions": [
-            [
-                'OS=="win"',
-                {
-                    # Define the object file suffix:
-                    "obj": "obj",
-                },
-                {
-                    # Define the object file suffix:
-                    "obj": "o",
-                },
-            ],  # end condition (OS=="win")
-        ],  # end conditions
-    },  # end variables
-    # Define compile targets:
-    "targets": [
-        # Target to generate an add-on:
+  # List of files to include in this file:
+  'includes': [
+    './include.gypi',
+  ],
+
+  # Define variables to be used throughout the configuration for all targets:
+  'variables': {
+    # Target name should match the add-on export name:
+    'addon_target_name%': 'addon',
+
+    # Set variables based on the host OS:
+    'conditions': [
+      [
+        'OS=="win"',
         {
-            # The target name should match the add-on export name:
-            "target_name": "<(addon_target_name)",
-            # Define dependencies:
-            "dependencies": [],
-            # Define directories which contain relevant include headers:
-            "include_dirs": [
-                # Local include directory:
-                "<@(include_dirs)",
-            ],
-            # List of source files:
-            "sources": [
-                "<@(src_files)",
-                "src/addon.c",
-            ],
-            # Settings which should be applied when a target's object files are used as linker input:
-            "link_settings": {
-                # Define libraries:
-                "libraries": [
-                    "<@(libraries)",
-                ],
-                # Define library directories:
-                "library_dirs": [
-                    "<@(library_dirs)",
-                ],
-            },
-            # C/C++ compiler flags:
-            "cflags": [
-                # Enable commonly used warning options:
-                "-Wall",
-                # Aggressive optimization:
-                "-O3",
-            ],
-            # C specific compiler flags:
-            "cflags_c": [
-                # Specify the C standard to which a program is expected to conform:
-                "-std=c99",
+          # Define the object file suffix:
+          'obj': 'obj',
+        },
+        {
+          # Define the object file suffix:
+          'obj': 'o',
+        }
+      ], # end condition (OS=="win")
+    ], # end conditions
+  }, # end variables
+
+  # Define compile targets:
+  'targets': [
+
+    # Target to generate an add-on:
+    {
+      # The target name should match the add-on export name:
+      'target_name': '<(addon_target_name)',
+
+      # Define dependencies:
+      'dependencies': [],
+
+      # Define directories which contain relevant include headers:
+      'include_dirs': [
+        # Local include directory:
+        '<@(include_dirs)',
+      ],
+
+      # List of source files:
+      'sources': [
+        '<@(src_files)',
+      ],
+
+      # Settings which should be applied when a target's object files are used as linker input:
+      'link_settings': {
+        # Define libraries:
+        'libraries': [
+          '<@(libraries)',
+        ],
+
+        # Define library directories:
+        'library_dirs': [
+          '<@(library_dirs)',
+        ],
+      },
+
+      # C/C++ compiler flags:
+      'cflags': [
+        # Enable commonly used warning options:
+        '-Wall',
+
+        # Aggressive optimization:
+        '-O3',
+      ],
+
+      # C specific compiler flags:
+      'cflags_c': [
+        # Specify the C standard to which a program is expected to conform:
+        '-std=c99',
+      ],
+
+      # C++ specific compiler flags:
+      'cflags_cpp': [
+        # Specify the C++ standard to which a program is expected to conform:
+        '-std=c++11',
+      ],
+
+      # Linker flags:
+      'ldflags': [],
+
+      # Apply conditions based on the host OS:
+      'conditions': [
+        [
+          'OS=="mac"',
+          {
+            # Linker flags:
+            'ldflags': [
+              '-undefined dynamic_lookup',
+              '-Wl,-no-pie',
+              '-Wl,-search_paths_first',
             ],
-            # C++ specific compiler flags:
-            "cflags_cpp": [
-                # Specify the C++ standard to which a program is expected to conform:
-                "-std=c++11",
+          },
+        ], # end condition (OS=="mac")
+        [
+          'OS!="win"',
+          {
+            # C/C++ flags:
+            'cflags': [
+              # Generate platform-independent code:
+              '-fPIC',
             ],
-            # Linker flags:
-            "ldflags": [],
-            # Apply conditions based on the host OS:
-            "conditions": [
-                [
-                    'OS=="mac"',
-                    {
-                        # Linker flags:
-                        "ldflags": [
-                            "-undefined dynamic_lookup",
-                            "-Wl,-no-pie",
-                            "-Wl,-search_paths_first",
-                        ],
-                    },
-                ],  # end condition (OS=="mac")
-                [
-                    'OS!="win"',
-                    {
-                        # C/C++ flags:
-                        "cflags": [
-                            # Generate platform-independent code:
-                            "-fPIC",
-                        ],
-                    },
-                ],  # end condition (OS!="win")
-            ],  # end conditions
-        },  # end target <(addon_target_name)
-        # Target to copy a generated add-on to a standard location:
+          },
+        ], # end condition (OS!="win")
+      ], # end conditions
+    }, # end target <(addon_target_name)
+
+    # Target to copy a generated add-on to a standard location:
+    {
+      'target_name': 'copy_addon',
+
+      # Declare that the output of this target is not linked:
+      'type': 'none',
+
+      # Define dependencies:
+      'dependencies': [
+        # Require that the add-on be generated before building this target:
+        '<(addon_target_name)',
+      ],
+
+      # Define a list of actions:
+      'actions': [
         {
-            "target_name": "copy_addon",
-            # Declare that the output of this target is not linked:
-            "type": "none",
-            # Define dependencies:
-            "dependencies": [
-                # Require that the add-on be generated before building this target:
-                "<(addon_target_name)",
-            ],
-            # Define a list of actions:
-            "actions": [
-                {
-                    "action_name": "copy_addon",
-                    "message": "Copying addon...",
-                    # Explicitly list the inputs in the command-line invocation below:
-                    "inputs": [],
-                    # Declare the expected outputs:
-                    "outputs": [
-                        "<(addon_output_dir)/<(addon_target_name).node",
-                    ],
-                    # Define the command-line invocation:
-                    "action": [
-                        "cp",
-                        "<(PRODUCT_DIR)/<(addon_target_name).node",
-                        "<(addon_output_dir)/<(addon_target_name).node",
-                    ],
-                },
-            ],  # end actions
-        },  # end target copy_addon
-    ],  # end targets
+          'action_name': 'copy_addon',
+          'message': 'Copying addon...',
+
+          # Explicitly list the inputs in the command-line invocation below:
+          'inputs': [],
+
+          # Declare the expected outputs:
+          'outputs': [
+            '<(addon_output_dir)/<(addon_target_name).node',
+          ],
+
+          # Define the command-line invocation:
+          'action': [
+            'cp',
+            '<(PRODUCT_DIR)/<(addon_target_name).node',
+            '<(addon_output_dir)/<(addon_target_name).node',
+          ],
+        },
+      ], # end actions
+    }, # end target copy_addon
+  ], # end targets
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
index ff010af26368..1d6f9890addc 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
@@ -16,28 +16,29 @@
 * limitations under the License.
 */
 
+#include "stdlib/math/base/special/round.h"
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
-#include <stdlib.h>
 #include <stdio.h>
+#include <stdlib.h>
 
 static double random_uniform( const double min, const double max ) {
-    double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
-    return min + ( v * ( max - min ) );
+	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
+	return min + ( v * ( max - min ) );
 }
 
 int main( void ) {
-    double t;
-    double mu;
-    double result;
-    int i;
+	double result;
+	double mu;
+	double t;
+	int i;
 
-    for ( i = 0; i < 10; i++ ) {
-        t = random_uniform( -10.0, 10.0 );
-        mu = random_uniform( -20.0, 20.0 );
-        result = stdlib_base_dists_degenerate_mgf( t, mu );
+	for ( i = 0; i < 10; i++ ) {
+		t = stdlib_base_round( random_uniform( 0.0, 5.0 ) );
+		mu = stdlib_base_round( random_uniform( 0.0, 5.0 ) );
+		result = stdlib_base_dists_degenerate_mgf( t, mu );
 
-        printf( "t: %lf, mu: %lf, MGF: %lf\n", t, mu, result );
-    }
+		printf( "t: %lf, µ: %lf, M_X(t;µ): %lf\n", t, mu, result );
+	}
 
-    return 0;
+	return 0;
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include.gypi b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include.gypi
index 235be47d6d3b..ecfaf82a3279 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include.gypi
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include.gypi
@@ -21,28 +21,33 @@
 # [1]: https://gyp.gsrc.io/docs/InputFormatReference.md
 # [2]: https://gyp.gsrc.io/docs/UserDocumentation.md
 {
-    # Define variables to be used throughout the configuration for all targets:
-    "variables": {
-        # Source directory:
-        "src_dir": "./src",
-        # Include directories:
-        "include_dirs": [
-            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).include; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
-        ],
-        # Add-on destination directory:
-        "addon_output_dir": "./src",
-        # Source files:
-        "src_files": [
-            "<(src_dir)/addon.c",
-            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).src; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
-        ],
-        # Library dependencies:
-        "libraries": [
-            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).libraries; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
-        ],
-        # Library directories:
-        "library_dirs": [
-            "<!@(node -e \"var arr = require('@stdlib/utils/library-manifest')('./manifest.json',{},{'basedir':process.cwd(),'paths':'posix'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }\")",
-        ],
-    },  # end variables
+  # Define variables to be used throughout the configuration for all targets:
+  'variables': {
+    # Source directory:
+    'src_dir': './src',
+
+    # Include directories:
+    'include_dirs': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).include; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Add-on destination directory:
+    'addon_output_dir': './src',
+
+    # Source files:
+    'src_files': [
+      '<(src_dir)/addon.c',
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).src; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Library dependencies:
+    'libraries': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libraries; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+
+    # Library directories:
+    'library_dirs': [
+      '<!@(node -e "var arr = require(\'@stdlib/utils/library-manifest\')(\'./manifest.json\',{},{\'basedir\':process.cwd(),\'paths\':\'posix\'}).libpath; for ( var i = 0; i < arr.length; i++ ) { console.log( arr[ i ] ); }")',
+    ],
+  }, # end variables
 }
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/manifest.json b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/manifest.json
index b6afd01e51f7..873cb23b662f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/manifest.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/manifest.json
@@ -72,7 +72,8 @@
       "libpath": [],
       "dependencies": [
         "@stdlib/math/base/assert/is-nan",
-        "@stdlib/math/base/special/exp"
+        "@stdlib/math/base/special/exp",
+        "@stdlib/math/base/special/round"
       ]
     }
   ]
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/package.json b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/package.json
index edad9bbed858..2364ff5e9a98 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/package.json
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/package.json
@@ -18,10 +18,10 @@
   "directories": {
     "benchmark": "./benchmark",
     "doc": "./docs",
-    "include": "./include",
     "example": "./examples",
-    "src": "./src",
+    "include": "./include",
     "lib": "./lib",
+    "src": "./src",
     "test": "./test"
   },
   "types": "./docs/types",
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
index 097c9bb8d526..ffbf3703b49b 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
@@ -29,22 +29,10 @@
 * @example
 * double y = stdlib_base_dists_degenerate_mgf( 1.0, 1.0 );
 * // returns ~2.718
-*
-* @example
-* double y = stdlib_base_dists_degenerate_mgf( 2.0, 3.0 );
-* // returns ~403.429
-*
-* @example
-* double y = stdlib_base_dists_degenerate_mgf( NAN, 0.0 );
-* // returns NaN
-*
-* @example
-* double y = stdlib_base_dists_degenerate_mgf( 0.0, NAN );
-* // returns NaN
 */
 double stdlib_base_dists_degenerate_mgf( const double t, const double mu ) {
-    if ( stdlib_base_is_nan( t ) || stdlib_base_is_nan( mu ) ) {
-        return 0.0/0.0; // NaN
-    }
-    return stdlib_base_exp( mu * t );
+	if ( stdlib_base_is_nan( t ) || stdlib_base_is_nan( mu ) ) {
+		return 0.0 / 0.0; // NaN
+	}
+	return stdlib_base_exp( mu * t );
 }

From f719c1061ad60c14ae3b68797c824fa4702911f9 Mon Sep 17 00:00:00 2001
From: stdlib-bot <82920195+stdlib-bot@users.noreply.github.com>
Date: Wed, 8 Jan 2025 06:11:43 +0000
Subject: [PATCH 09/17] fix: resolve lint errors

---
 .../base/dists/degenerate/mgf/benchmark/benchmark.native.js     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
index afe515314dde..81a5ef6992ef 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
@@ -41,8 +41,8 @@ var opts = {
 
 bench( pkg+'::native', opts, function benchmark( b ) {
 	var len;
-	var t;
 	var mu;
+	var t;
 	var y;
 	var i;
 

From b0d56dcc2d012adc7a46284c47efdd4163c2d6f9 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Wed, 8 Jan 2025 19:08:44 -0800
Subject: [PATCH 10/17] refactor: fixed extra spaces and tabs

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: passed
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: missing_dependencies
  - task: lint_c_benchmarks
    status: missing_dependencies
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---
---
 .../@stdlib/stats/base/dists/degenerate/mgf/README.md          | 3 ---
 .../stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c    | 2 +-
 .../stats/base/dists/degenerate/mgf/examples/c/example.c       | 3 ---
 3 files changed, 1 insertion(+), 7 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
index a0ebeadc49aa..a546db040533 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
@@ -215,11 +215,8 @@ int main( void ) {
         t = stdlib_base_round( random_uniform( 0.0, 5.0 ) );
         mu = stdlib_base_round( random_uniform( 0.0, 5.0 ) );
         result = stdlib_base_dists_degenerate_mgf( t, mu );
-
         printf( "t: %lf, µ: %lf, M_X(t;µ): %lf\n", t, mu, result );
     }
-
-    return 0;
 }
 ```
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
index e018f928f251..2c33edc2d7fc 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
@@ -93,7 +93,7 @@ int main( void ) {
 	double elapsed;
 	int i;
 
- 	// Seed the random number generator:
+	// Seed the random number generator:
 	srand( time( NULL ) );
 
 	print_version();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
index 1d6f9890addc..6a332e90814c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
@@ -36,9 +36,6 @@ int main( void ) {
 		t = stdlib_base_round( random_uniform( 0.0, 5.0 ) );
 		mu = stdlib_base_round( random_uniform( 0.0, 5.0 ) );
 		result = stdlib_base_dists_degenerate_mgf( t, mu );
-
 		printf( "t: %lf, µ: %lf, M_X(t;µ): %lf\n", t, mu, result );
 	}
-
-	return 0;
 }

From 7536c25fa40bf98b33ea60d64877535cc91489b7 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Wed, 8 Jan 2025 19:10:06 -0800
Subject: [PATCH 11/17] refactor: update copyright year

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: passed
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: passed
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: passed
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: passed
---
---
 .../@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js
index 4d45c354586d..3109ade9f4da 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/test/test.native.js
@@ -1,7 +1,7 @@
 /**
 * @license Apache-2.0
 *
-* Copyright (c) 2018 The Stdlib Authors.
+* Copyright (c) 2025 The Stdlib Authors.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.

From 8b91b0298c00cc8915d0eb08278be77b50431999 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Fri, 10 Jan 2025 22:14:11 -0800
Subject: [PATCH 12/17] refactor: apply suggestions from previous PRs

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: passed
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: missing_dependencies
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: missing_dependencies
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: passed
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../@stdlib/stats/base/dists/degenerate/mgf/README.md           | 2 +-
 .../stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c     | 2 +-
 .../@stdlib/stats/base/dists/degenerate/mgf/src/main.c          | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
index a546db040533..ddb56b0f889c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
@@ -160,7 +160,7 @@ for ( i = 0; i < 100; i++ ) {
 
 #### stdlib_base_dists_degenerate_mgf( t, mu )
 
-Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.
+Evaluates the moment-generating function ([MGF][mgf]) of a [degenerate][degenerate] distribution with parameter `mu` (mean).
 
 ```c
 double out = stdlib_base_dists_degenerate_mgf( 1.0, 1.0 );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
index 2c33edc2d7fc..77a1d21e063a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
@@ -16,12 +16,12 @@
 * limitations under the License.
 */
 
-#include <sys/time.h>
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
 #include <math.h>
 #include <stdio.h>
 #include <stdlib.h>
 #include <time.h>
+#include <sys/time.h>
 
 #define NAME "degenerate-mgf"
 #define ITERATIONS 1000000
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
index ffbf3703b49b..be6117785603 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
@@ -24,7 +24,7 @@
 *
 * @param t    input value
 * @param mu   value at which to center the distribution
-* @return     evaluated MGF, or NaN if input is invalid
+* @return     evaluated MGF
 *
 * @example
 * double y = stdlib_base_dists_degenerate_mgf( 1.0, 1.0 );

From 2a0d375d64af360519a4739cb521f52f6acc647e Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Mon, 13 Jan 2025 20:10:06 -0800
Subject: [PATCH 13/17] refactor: added include in main.c and fixed the JS
 benchmark number generation

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: missing_dependencies
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: passed
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../stats/base/dists/degenerate/mgf/benchmark/benchmark.js   | 5 +++--
 .../@stdlib/stats/base/dists/degenerate/mgf/src/main.c       | 1 +
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.js
index 592351adeb95..16d4f04f60e1 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.js
@@ -22,6 +22,7 @@
 
 var bench = require( '@stdlib/bench' );
 var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
 var mgf = require( './../lib' );
@@ -37,8 +38,8 @@ bench( pkg, function benchmark( b ) {
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		t = ( randu()*100.0 ) - 100;
-		mu = ( randu()*100.0 ) - 50.0;
+		t = uniform( -100.0, 0.0 );
+		mu = uniform( -50.0, 50.0 );
 		y = mgf( t, mu );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
index be6117785603..0d7302e25abc 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
@@ -18,6 +18,7 @@
 
 #include "stdlib/math/base/assert/is_nan.h"
 #include "stdlib/math/base/special/exp.h"
+#include "stdlib/stats/base/dists/degenerate/mgf.h"
 
 /**
 * Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.

From 1e708ff59d6764a451a93bf152a62a4e33a5617c Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Mon, 13 Jan 2025 20:13:11 -0800
Subject: [PATCH 14/17] refactor: fixed the JS native benchmark number
 generation

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
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  - task: lint_r
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  - task: lint_c_examples
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    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../base/dists/degenerate/mgf/benchmark/benchmark.native.js | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
index 81a5ef6992ef..0a70044e869e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.native.js
@@ -23,7 +23,7 @@
 var resolve = require( 'path' ).resolve;
 var bench = require( '@stdlib/bench' );
 var Float64Array = require( '@stdlib/array/float64' );
-var randu = require( '@stdlib/random/base/randu' );
+var uniform = require( '@stdlib/random/base/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var tryRequire = require( '@stdlib/utils/try-require' );
 var pkg = require( './../package.json' ).name;
@@ -50,8 +50,8 @@ bench( pkg+'::native', opts, function benchmark( b ) {
 	t = new Float64Array( len );
 	mu = new Float64Array( len );
 	for ( i = 0; i < len; i++ ) {
-		t[ i ] = ( randu() * 20.0 ) - 10.0;
-		mu[ i ] = ( randu() * 40.0 ) - 20.0;
+		t[ i ] = uniform( -100.0, 0.0 );
+		mu[ i ] = uniform( -50.0, 50.0 );
 	}
 
 	b.tic();

From ab08e1e3da23704e0a988f827dfa955fc31653a6 Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Wed, 15 Jan 2025 16:49:38 -0800
Subject: [PATCH 15/17] refactor: apply suggestions from PR review

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: missing_dependencies
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../mgf/include/stdlib/stats/base/dists/degenerate/mgf.h      | 4 ----
 .../@stdlib/stats/base/dists/degenerate/mgf/src/main.c        | 2 +-
 2 files changed, 1 insertion(+), 5 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include/stdlib/stats/base/dists/degenerate/mgf.h b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include/stdlib/stats/base/dists/degenerate/mgf.h
index 81e99bab66d8..28e5ea416ce8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include/stdlib/stats/base/dists/degenerate/mgf.h
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/include/stdlib/stats/base/dists/degenerate/mgf.h
@@ -28,10 +28,6 @@ extern "C" {
 
 /**
 * Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.
-*
-* @param t    input value
-* @param mu   value at which to center the distribution
-* @return     evaluated MGF
 */
 double stdlib_base_dists_degenerate_mgf( const double t, const double mu );
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
index 0d7302e25abc..119588d66ba6 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/main.c
@@ -16,9 +16,9 @@
 * limitations under the License.
 */
 
+#include "stdlib/stats/base/dists/degenerate/mgf.h"
 #include "stdlib/math/base/assert/is_nan.h"
 #include "stdlib/math/base/special/exp.h"
-#include "stdlib/stats/base/dists/degenerate/mgf.h"
 
 /**
 * Evaluates the moment-generating function (MGF) for a degenerate distribution centered at `mu`.

From c155b431c3d1a67e69a13cb5626f9d070920dd0f Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Wed, 15 Jan 2025 19:35:24 -0800
Subject: [PATCH 16/17] refactor: reapply suggestions from PR review

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: passed
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: passed
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: na
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: missing_dependencies
  - task: lint_c_examples
    status: missing_dependencies
  - task: lint_c_benchmarks
    status: missing_dependencies
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: passed
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: passed
  - task: run_c_benchmarks
    status: passed
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: na
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../stats/base/dists/degenerate/mgf/README.md |  2 +-
 .../degenerate/mgf/benchmark/c/benchmark.c    | 52 +++++++++++++++----
 .../dists/degenerate/mgf/examples/c/example.c |  4 +-
 .../base/dists/degenerate/mgf/lib/native.js   |  2 +-
 .../base/dists/degenerate/mgf/src/addon.c     |  2 +-
 5 files changed, 48 insertions(+), 14 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
index ddb56b0f889c..0a9bcfb2239f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/README.md
@@ -195,8 +195,8 @@ double stdlib_base_dists_degenerate_mgf( const double t, const double mu );
 ### Examples
 
 ```c
-#include "stdlib/math/base/special/round.h"
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
+#include "stdlib/math/base/special/round.h"
 #include <stdlib.h>
 #include <stdio.h>
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
index 77a1d21e063a..984d9f5bd660 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/c/benchmark.c
@@ -17,9 +17,9 @@
 */
 
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
-#include <math.h>
-#include <stdio.h>
 #include <stdlib.h>
+#include <stdio.h>
+#include <math.h>
 #include <time.h>
 #include <sys/time.h>
 
@@ -27,10 +27,19 @@
 #define ITERATIONS 1000000
 #define REPEATS 3
 
+/**
+* Prints the TAP version.
+*/
 static void print_version( void ) {
 	printf( "TAP version 13\n" );
 }
 
+/**
+* Prints the TAP summary.
+*
+* @param total     total number of tests
+* @param passing   total number of passing tests
+*/
 static void print_summary( int total, int passing ) {
 	printf( "#\n" );
 	printf( "1..%d\n", total ); // TAP plan
@@ -40,6 +49,11 @@ static void print_summary( int total, int passing ) {
 	printf( "# ok\n" );
 }
 
+/**
+* Prints benchmarks results.
+*
+* @param elapsed   elapsed time in seconds
+*/
 static void print_results( double elapsed ) {
 	double rate = (double)ITERATIONS / elapsed;
 	printf( "  ---\n" );
@@ -49,34 +63,51 @@ static void print_results( double elapsed ) {
 	printf( "  ...\n" );
 }
 
+/**
+* Returns a clock time.
+*
+* @return clock time
+*/
 static double tic( void ) {
 	struct timeval now;
 	gettimeofday( &now, NULL );
 	return (double)now.tv_sec + (double)now.tv_usec / 1.0e6;
 }
 
+/**
+* Generates a random number on the interval [min,max).
+*
+* @param min    minimum value (inclusive)
+* @param max    maximum value (exclusive)
+* @return       random number
+*/
 static double random_uniform( const double min, const double max ) {
 	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
 	return min + ( v * ( max - min ) );
 }
 
+/**
+* Runs a benchmark.
+*
+* @return elapsed time in seconds
+*/
 static double benchmark( void ) {
-	double elapsed;
-	double t[ 100 ];
 	double mu[ 100 ];
-	double y;
+	double t[ 100 ];
+	double elapsed;
 	double start;
+	double y;
 	int i;
 
 	for ( i = 0; i < 100; i++ ) {
-		t[ i ] = random_uniform( -10.0, 10.0 );
-		mu[ i ] = random_uniform( -20.0, 20.0 );
+		t[ i ] = random_uniform( -10.0, 0.0 );
+		mu[ i ] = random_uniform( -50.0, 50.0 );
 	}
 
 	start = tic();
 	for ( i = 0; i < ITERATIONS; i++ ) {
 		y = stdlib_base_dists_degenerate_mgf( t[ i % 100 ], mu[ i % 100 ] );
-		if ( y != y ) { // Check for NaN
+		if ( y != y ) {
 			printf( "should not return NaN\n" );
 			break;
 		}
@@ -89,11 +120,14 @@ static double benchmark( void ) {
 	return elapsed;
 }
 
+/**
+* Main execution sequence.
+*/
 int main( void ) {
 	double elapsed;
 	int i;
 
-	// Seed the random number generator:
+	// Use the current time to seed the random number generator:
 	srand( time( NULL ) );
 
 	print_version();
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
index 6a332e90814c..0545da25f0f0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/examples/c/example.c
@@ -16,10 +16,10 @@
 * limitations under the License.
 */
 
-#include "stdlib/math/base/special/round.h"
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
-#include <stdio.h>
+#include "stdlib/math/base/special/round.h"
 #include <stdlib.h>
+#include <stdio.h>
 
 static double random_uniform( const double min, const double max ) {
 	double v = (double)rand() / ( (double)RAND_MAX + 1.0 );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/lib/native.js
index 16cf2477f735..8a4525c63757 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/lib/native.js
@@ -30,7 +30,7 @@ var addon = require( './../src/addon.node' );
 *
 * @private
 * @param {number} t - input value
-* @param {number} mu - constant value of the distribution
+* @param {number} mu - value at which to center the distribution
 * @returns {number} evaluated MGF
 *
 * @example
diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/addon.c b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/addon.c
index 404e429a2147..c32cc76adca0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/addon.c
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/src/addon.c
@@ -16,8 +16,8 @@
 * limitations under the License.
 */
 
-#include "stdlib/math/base/napi/binary.h"
 #include "stdlib/stats/base/dists/degenerate/mgf.h"
+#include "stdlib/math/base/napi/binary.h"
 
 // cppcheck-suppress shadowFunction
 STDLIB_MATH_BASE_NAPI_MODULE_DD_D( stdlib_base_dists_degenerate_mgf )

From 631d46cd93265edf4cea828706aa4ee1b3683b1e Mon Sep 17 00:00:00 2001
From: Karan Anand <anandkarancompsci@gmail.com>
Date: Fri, 17 Jan 2025 17:56:19 -0800
Subject: [PATCH 17/17] bench: move random number generation outside the
 benchmarking loops

---
type: pre_commit_static_analysis_report
description: Results of running static analysis checks when committing changes.
report:
  - task: lint_filenames
    status: passed
  - task: lint_editorconfig
    status: passed
  - task: lint_markdown
    status: na
  - task: lint_package_json
    status: na
  - task: lint_repl_help
    status: na
  - task: lint_javascript_src
    status: na
  - task: lint_javascript_cli
    status: na
  - task: lint_javascript_examples
    status: na
  - task: lint_javascript_tests
    status: na
  - task: lint_javascript_benchmarks
    status: passed
  - task: lint_python
    status: na
  - task: lint_r
    status: na
  - task: lint_c_src
    status: na
  - task: lint_c_examples
    status: na
  - task: lint_c_benchmarks
    status: na
  - task: lint_c_tests_fixtures
    status: na
  - task: lint_shell
    status: na
  - task: lint_typescript_declarations
    status: na
  - task: lint_typescript_tests
    status: na
  - task: lint_license_headers
    status: passed
---

---
type: pre_push_report
description: Results of running various checks prior to pushing changes.
report:
  - task: run_javascript_examples
    status: na
  - task: run_c_examples
    status: na
  - task: run_cpp_examples
    status: na
  - task: run_javascript_readme_examples
    status: na
  - task: run_c_benchmarks
    status: na
  - task: run_cpp_benchmarks
    status: na
  - task: run_fortran_benchmarks
    status: na
  - task: run_javascript_benchmarks
    status: passed
  - task: run_julia_benchmarks
    status: na
  - task: run_python_benchmarks
    status: na
  - task: run_r_benchmarks
    status: na
  - task: run_javascript_tests
    status: na
---
---
 .../degenerate/mgf/benchmark/benchmark.js     | 24 ++++++++++++++-----
 1 file changed, 18 insertions(+), 6 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.js b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.js
index 16d4f04f60e1..f8a7503ac17d 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/degenerate/mgf/benchmark/benchmark.js
@@ -21,7 +21,7 @@
 // MODULES //
 
 var bench = require( '@stdlib/bench' );
-var randu = require( '@stdlib/random/base/randu' );
+var Float64Array = require( '@stdlib/array/float64' );
 var uniform = require( '@stdlib/random/base/uniform' );
 var isnan = require( '@stdlib/math/base/assert/is-nan' );
 var pkg = require( './../package.json' ).name;
@@ -31,16 +31,23 @@ var mgf = require( './../lib' );
 // MAIN //
 
 bench( pkg, function benchmark( b ) {
+	var len;
 	var mu;
 	var t;
 	var y;
 	var i;
 
+	len = 100;
+	t = new Float64Array( len );
+	mu = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		t[ i ] = uniform( -100.0, 0.0 );
+		mu[ i ] = uniform( -50.0, 50.0 );
+	}
+
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		t = uniform( -100.0, 0.0 );
-		mu = uniform( -50.0, 50.0 );
-		y = mgf( t, mu );
+		y = mgf( t[ i % len ], mu[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}
@@ -55,6 +62,7 @@ bench( pkg, function benchmark( b ) {
 
 bench( pkg+':factory', function benchmark( b ) {
 	var mymgf;
+	var len;
 	var mu;
 	var t;
 	var y;
@@ -62,11 +70,15 @@ bench( pkg+':factory', function benchmark( b ) {
 
 	mu = 40.0;
 	mymgf = mgf.factory( mu );
+	len = 100;
+	t = new Float64Array( len );
+	for ( i = 0; i < len; i++ ) {
+		t[ i ] = uniform( 0.0, 100.0 );
+	}
 
 	b.tic();
 	for ( i = 0; i < b.iterations; i++ ) {
-		t = randu() * 100.0;
-		y = mymgf( t );
+		y = mymgf( t[ i % len ] );
 		if ( isnan( y ) ) {
 			b.fail( 'should not return NaN' );
 		}