Real Estate price prediction using Tensorflow.js and Vue.js

This project shows how to load a model for predicting house prices using Tensorflow.js and Vue.js

You can read/see more about this in:

• House price prediction 2/4: Using Tensorflow.js, Vue.js and Javascript - Youtube Video
• House price prediction 2/4: Using Tensorflow.js, Vue.js and Javascript - Blog Post

Real Estate

Build Setup

# install dependencies
$ npm install # Or yarn install

# serve with hot reload at localhost:3000
$ npm run dev

# build for production and launch server
$ npm run build
$ npm start

# generate static project
$ npm run generate

# For serving the generated files
npm install -g serve
serve ./dist

# generate static project inside a subfolder
$ npm run generate:use-subfolder

More resources

• Live Demo House Price Prediction Application Page
• tf.Tensor.expandDims
• Concatenate a list of tf.Tensors
• Load a model composed of Layer objects, including its topology and optionally weights
• Asynchronously downloads the values from the tf.Tensor
• Synchronously downloads the values from the tf.Tensor
• Tensorflow.js
• TensorFlow Docker Images
• Tensorflow.js Converter
• One Hot Encoding Enumerations