Hunar Ahmad's repositories
particle-life
A simple program to simulate artificial life using attraction/reuplsion forces between many particles
mandelbrot
Simple Mandelbrot
RLS-neural-net
Recursive Leasting Squares (RLS) with Neural Network for fast learning
reweight-gpt
Reweight GPT - a simple neural network using transformer architecture for next character prediction
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)
top-down-prediction
A new brain puzzle game based on information theory.
Simulations_Evolution
Educational demos of simple simulated environments showcasing the effect of natural selection.
multiple-regression
A simple intuitive method for multiple regression
reweight_gpt_nonlinear
GPT with direct learning of the attention matrix. Adapted from Karpthy's nano-GPT
Simple_ANN
Simple single layered ANN trained using closed-form solutions and ELM method
cellular_automata
Predicting cellular automata with a simple neural network
cv-dataset
Metadata and versioning details for the Common Voice dataset
hopefield_network
A simple hopefield network using node like structures in javascript
kalman_python_cpp
Source code for https://www.youtube.com/playlist?list=PLvKAPIGzFEr8n7WRx8RptZmC1rXeTzYtA
mnist-from-scratch
Code for training basic neural networks, especially the MNIST numbers dataset.
neural-network
minimal neural network implementation from scratch using matlab
xor_simple_neural_net_cpp
Minimal neural network implementation from scratch using C++
xor_simple_nn_cpp
simple neural network from scratch in cpp to solve cpp
campare_hidden_layer_performance
nested xor, comparing hidden layer performance in matlab
olcPixelGameEngine
The official distribution of olcPixelGameEngine, a tool used in javidx9's YouTube videos and projects
pytorch_nested_xor
compare performance for hidden layer numbers in pytorch
xor_neural_net_javascript
simple neural network to solve XOR written in javascript from scratch