jefffriesen / tensorflowjs-examples

TensorFlow examples (ported to React)

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Tensorflowjs Examples

The tensorflowjs examples are a really great resource - thank you!

For my own use, I would prefer to make state and it's mutations more explicit. I used Mobx for the store, but Redux, Apollo-link-state or others could be used. React makes view updates nicer (IMO).

So to understand the how tensorflowjs worked before using them in my own apps, I rewrote a couple of the examples.

Feel free to PR bugs or any additional ports of tensorflowjs examples: https://github.com/tensorflow/tfjs-examples

1. Fitting a curve to synthetic data

https://github.com/tensorflow/tfjs-examples/tree/master/polynomial-regression-core Curve fitting with Tensorflowjs and React

2. Boston Housing Price Prediction

https://github.com/tensorflow/tfjs-examples/tree/master/boston-housing Multivariate regression with Tensorflowjs and React

3. MNIST


This project was bootstrapped with Create React App.

Available Scripts

In the project directory, you can run:

npm start

Runs the app in the development mode.
Open http://localhost:3000 to view it in the browser.

The page will reload if you make edits.
You will also see any lint errors in the console.

npm test

Launches the test runner in the interactive watch mode.
See the section about running tests for more information.

npm run build

Builds the app for production to the build folder.
It correctly bundles React in production mode and optimizes the build for the best performance.

The build is minified and the filenames include the hashes.
Your app is ready to be deployed!

See the section about deployment for more information.

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TensorFlow examples (ported to React)


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