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burn-app

This is a medical app. It calculates the total surface body area of the burn according to the rule of 9

campare_hidden_layer_performance

nested xor, comparing hidden layer performance in matlab

compressing-numbers

cv-dataset

Metadata and versioning details for the Common Voice dataset

find-global-maximum

Simulation of life like characters and several learning algorithms to test the ability of each algorithm to enable the characters reaching global maximum with minimum effort

genetic-algorithm

A simple evolutionary algorithm (Simultaneous update of all the weights)

hopefield_network

A simple hopefield network using node like structures in javascript

java

《Core Java》学习笔记。

kalman_python_cpp

Source code for https://www.youtube.com/playlist?list=PLvKAPIGzFEr8n7WRx8RptZmC1rXeTzYtA

mandelbrot

Simple Mandelbrot

mnist-from-scratch

Code for training basic neural networks, especially the MNIST numbers dataset.

mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

multiple-regression

A simple intuitive method for multiple regression

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neural-network

minimal neural network implementation from scratch using matlab

olcpixelgameengine

The official distribution of olcPixelGameEngine, a tool used in javidx9's YouTube videos and projects

particle-life

A simple program to simulate artificial life using attraction/reuplsion forces between many particles

particle_life.github.io

picogpt

An unnecessarily tiny implementation of GPT-2 in NumPy.

pytorch_nested_xor

compare performance for hidden layer numbers in pytorch

reweight-gpt

Reweight GPT - a simple neural network using transformer architecture for next character prediction

reweight_gpt_nonlinear

GPT with direct learning of the attention matrix. Adapted from Karpthy's nano-GPT

rls-neural-net

Recursive Leasting Squares (RLS) with Neural Network for fast learning

simple_ann

Simple single layered ANN trained using closed-form solutions and ELM method

simulations_evolution

Educational demos of simple simulated environments showcasing the effect of natural selection.

stable-diffusion-klms-gui

top-down-prediction

A new brain puzzle game based on information theory.

website

Coding Train website

xor_neural_net_javascript

simple neural network to solve XOR written in javascript from scratch

xor_simple_neural_net_cpp

Minimal neural network implementation from scratch using C++