A bunch of neural networks examples in Javascript.
This github repository will contain a bunch of subprojects representing implementation of different NN architectures for different tasks. Some NN will be created fully manually, some of them using TensorFlow.
Each project is completely independent from others, some code duplication may occur, but this is done for decreasing overall complexity as much as possible.
WORK IN PROGRESS. Stay tuned.
Just because I like C-like languages more, and Javascript past decade became suitable tool for everything, starting from front end and ending in embedded devices. If you are passionate about neural network and want to understand them better, with examples in your favorite language - you are welcome!
P.S: Probably Typescript will come in next projects.
Console application for MNIST image recognition. Manual neural network, no libraries.
Console application for MNIST image recognition (like in first project). Now using Tensorflow, 2 different networks, FNN and CNN.