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12 changes: 4 additions & 8 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,8 +1,8 @@
# MathOptInterface

| **Documentation** | **Build Status** | **Social** |
|:-----------------:|:----------------:|:----------:|
| [![][docs-stable-img]][docs-stable-url] [![][docs-dev-img]][docs-dev-url] | [![Build Status][build-img]][build-url] [![Codecov branch][codecov-img]][codecov-url] | [![Gitter][gitter-img]][gitter-url] [<img src="https://upload.wikimedia.org/wikipedia/commons/thumb/a/af/Discourse_logo.png/799px-Discourse_logo.png" width="64">][discourse-url] |
| **Documentation** | **Build Status** |
|:-----------------:|:----------------:|
| [![][docs-stable-img]][docs-stable-url] [![][docs-dev-img]][docs-dev-url] | [![Build Status][build-img]][build-url] [![Codecov branch][codecov-img]][codecov-url] |

An abstraction layer for mathematical optimization solvers. Replaces [MathProgBase](https://github.com/JuliaOpt/MathProgBase.jl).

Expand All @@ -16,10 +16,6 @@ An abstraction layer for mathematical optimization solvers. Replaces [MathProgBa
[codecov-img]: http://codecov.io/github/JuMP-dev/MathOptInterface.jl/coverage.svg?branch=master
[codecov-url]: http://codecov.io/github/JuMP-dev/MathOptInterface.jl?branch=master

[gitter-url]: https://gitter.im/JuliaOpt/JuMP-dev?utm_source=share-link&utm_medium=link&utm_campaign=share-link
[gitter-img]: https://badges.gitter.im/JuliaOpt/JuMP-dev.svg
[discourse-url]: https://discourse.julialang.org/c/domain/opt

## Citing MathOptInterface

If you find MathOptInterface useful in your work, we kindly request that you cite the
Expand All @@ -37,4 +33,4 @@ following [paper](https://pubsonline.informs.org/doi/10.1287/ijoc.2021.1067):
publisher={INFORMS}
}
```
A preprint of this paper is [freely available](https://arxiv.org/abs/2002.03447).
A preprint of this paper is [freely available](https://arxiv.org/abs/2002.03447).
2 changes: 1 addition & 1 deletion docs/src/submodules/Test/overview.md
Original file line number Diff line number Diff line change
Expand Up @@ -308,4 +308,4 @@ submit the PR for review.

!!! tip
If you need help writing a test, [open an issue on GitHub](https://github.com/jump-dev/MathOptInterface.jl/issues/new),
or ask the [Developer Chatroom](https://app.gitter.im/#/room/#JuliaOpt_JuMP-dev:gitter.im)
or ask the [Developer Chatroom](https://jump.dev/chatroom).
12 changes: 6 additions & 6 deletions docs/src/tutorials/implementing.md
Original file line number Diff line number Diff line change
Expand Up @@ -14,9 +14,9 @@ MathOptInterface for a new solver.
!!! danger
Implementing an interface to MathOptInterface for a new solver is a lot of
work. Before starting, we recommend that you join the
[Developer chatroom](https://gitter.im/JuliaOpt/JuMP-dev) and explain a
[Developer chatroom](https://jump.dev/chatroom) and explain a
little bit about the solver you are wrapping. If you have questions that are
not answered by this guide, please ask them in the [Developer chatroom](https://gitter.im/JuliaOpt/JuMP-dev)
not answered by this guide, please ask them in the [Developer chatroom](https://jump.dev/chatroom)
so we can improve this guide.

## A note on the API
Expand Down Expand Up @@ -62,7 +62,7 @@ MathOptInterface may not be the right tool for the job.

!!! tip
If you're not sure whether you should write an interface, ask in the
[Developer chatroom](https://gitter.im/JuliaOpt/JuMP-dev).
[Developer chatroom](https://jump.dev/chatroom).

### Find a similar solver already wrapped

Expand All @@ -75,7 +75,7 @@ has a good list of solvers, along with the problem classes they support.

!!! tip
If you're not sure which solver is most similar, ask in the
[Developer chatroom](https://gitter.im/JuliaOpt/JuMP-dev).
[Developer chatroom](https://jump.dev/chatroom).

### Create a low-level interface

Expand Down Expand Up @@ -106,7 +106,7 @@ are the [COIN-OR solvers](https://github.com/JuliaPackaging/Yggdrasil/tree/maste

!!! warning
Building the solver via Yggdrasil is non-trivial. Please ask the
[Developer chatroom](https://gitter.im/JuliaOpt/JuMP-dev) for help.
[Developer chatroom](https://jump.dev/chatroom) for help.

If the code is commercial or not publicly available, the user will need to
manually install the solver. See [Gurobi.jl](https://github.com/jump-dev/Gurobi.jl)
Expand All @@ -125,7 +125,7 @@ Sometimes, you will need to make manual modifications to the resulting files.

#### Solvers written in other languages

Ask the [Developer chatroom](https://gitter.im/JuliaOpt/JuMP-dev) for advice.
Ask the [Developer chatroom](https://jump.dev/chatroom) for advice.
You may be able to use one of the [JuliaInterop](https://github.com/JuliaInterop)
packages to call out to the solver.

Expand Down