Lyallm1's repositories
cars-rl
Reinforcement Learning (DQN) from scratch with zero dependencies applied to a simple car driving game
dqn-test
Deep Q Learning for grid world
feedforward-neural-networks
A implementation of feedforward neural networks based on wildml implementation
html-decision-tree
A HTML representation for decision tree workflow
kmeans
K-Means clustering
kmeans-clust
k-means clustering in TypeScript
lienear-regression
Linear regression algorithm with Javascript
linear-polynomial-regression
Linear and polynomial regression (third degree) using TensorFlow.js
linreg-functional-ts
linear regression with functional programming in TS
nnfs_book
Sample code from the Neural Networks from Scratch book.
NumPyCNN
Building Convolutional Neural Networks From Scratch using NumPy
pattern_mining
An implementation of the Apriori algorithm
perceptron-1
Teaches and visualizes a single perceptron finding a linear division between data points
reinforce-js
[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
simple-multilayer-perceptron
Simple multi-layer perceptron implemented in a functional style with typescript and node
StockPredictionCNN
Stock Prediction using Convolutional Neural Network and TensorflowJS
svm
Support Vector Machine in Javascript