hunar4321
Neuroscientist (M.D./Ph.D), currently tinkering with neural networks and brain inspired algorithms. www.brainxyz.com
Pinned Repositories
burn-app
This is a medical app. It calculates the total surface body area of the burn according to the rule of 9
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)
mandelbrot
Simple Mandelbrot
multiple-regression
A simple intuitive method for multiple regression
particle-life
A simple program to simulate artificial life using attraction/reuplsion forces between many particles
reweight-gpt
Reweight GPT - a simple neural network using transformer architecture for next character prediction
RLS-neural-net
Recursive Leasting Squares (RLS) with Neural Network for fast learning
Simulations_Evolution
Educational demos of simple simulated environments showcasing the effect of natural selection.
top-down-prediction
A new brain puzzle game based on information theory.
hunar4321's Repositories
hunar4321/particle-life
A simple program to simulate artificial life using attraction/reuplsion forces between many particles
hunar4321/mandelbrot
Simple Mandelbrot
hunar4321/reweight-gpt
Reweight GPT - a simple neural network using transformer architecture for next character prediction
hunar4321/RLS-neural-net
Recursive Leasting Squares (RLS) with Neural Network for fast learning
hunar4321/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
hunar4321/genetic-algorithm
A simple evolutionary algorithm (Simultaneous update of all the weights)
hunar4321/burn-app
This is a medical app. It calculates the total surface body area of the burn according to the rule of 9
hunar4321/top-down-prediction
A new brain puzzle game based on information theory.
hunar4321/Simulations_Evolution
Educational demos of simple simulated environments showcasing the effect of natural selection.
hunar4321/multiple-regression
A simple intuitive method for multiple regression
hunar4321/reweight_gpt_nonlinear
GPT with direct learning of the attention matrix. Adapted from Karpthy's nano-GPT
hunar4321/Simple_ANN
Simple single layered ANN trained using closed-form solutions and ELM method
hunar4321/stable-diffusion-klms-gui
hunar4321/cellular_automata
Predicting cellular automata with a simple neural network
hunar4321/compressing-numbers
hunar4321/cv-dataset
Metadata and versioning details for the Common Voice dataset
hunar4321/hopefield_network
A simple hopefield network using node like structures in javascript
hunar4321/kalman_python_cpp
Source code for https://www.youtube.com/playlist?list=PLvKAPIGzFEr8n7WRx8RptZmC1rXeTzYtA
hunar4321/mnist-from-scratch
Code for training basic neural networks, especially the MNIST numbers dataset.
hunar4321/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
hunar4321/neural-network
minimal neural network implementation from scratch using matlab
hunar4321/particle_life.github.io
hunar4321/xor_simple_neural_net_cpp
Minimal neural network implementation from scratch using C++
hunar4321/xor_simple_nn_cpp
simple neural network from scratch in cpp to solve cpp
hunar4321/campare_hidden_layer_performance
nested xor, comparing hidden layer performance in matlab
hunar4321/mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
hunar4321/olcPixelGameEngine
The official distribution of olcPixelGameEngine, a tool used in javidx9's YouTube videos and projects
hunar4321/picoGPT
An unnecessarily tiny implementation of GPT-2 in NumPy.
hunar4321/pytorch_nested_xor
compare performance for hidden layer numbers in pytorch
hunar4321/xor_neural_net_javascript
simple neural network to solve XOR written in javascript from scratch