evanbernard / MiniNeuralNets
A framework for mini neural networks (perceptrons), written from scratch in python. The goal of the project is to demystify the workings of a neural network and various training algorithms by providing code written from scratch for the simplest neural network one could have.
☆21Updated 3 years ago
Related projects: ⓘ
- Autograd Engine for Python Written in Python C-API for Speed☆20Updated last year
- LSTM Network trained to play Punchout, a game released for the NES. This bot uses pykitml ML library.☆22Updated 3 years ago
- ☆38Updated last year
- Create interactive dashboards for your Convolutional Neural Networks with a single line of code!☆31Updated 3 years ago
- A Numpy implementation of a Generative Adversarial Network.☆15Updated 4 years ago
- My implementation of DeepMind's Perceiver☆63Updated 3 years ago
- A minimal implementation of autograd (in pure Python) 🍰☆89Updated 3 years ago
- 👾 Jupyter Notebook + Space Invaders!?☆93Updated 2 years ago
- Minimal deep learning library written from scratch in Python, using NumPy/CuPy.☆116Updated 2 years ago
- Patches the torch.save function with arbitrary code that gets executed upon torch.load.☆70Updated 2 years ago
- A minimal autograd engine and neural network library for machine learning students.☆26Updated 2 years ago
- a writeup on some experiments on a sequence model for chess games☆27Updated 3 years ago
- This repository contains scripts for conversion of data required for most commonly found Machine Learning tasks to TFRecords☆13Updated 3 years ago
- ☆18Updated 2 years ago
- High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters☆24Updated 2 years ago
- Deep Q-learning for playing chrome dino game☆70Updated 3 years ago
- PyTorch implementations of recent optimization algorithms for deep learning.☆61Updated 4 years ago
- HetSeq: Distributed GPU Training on Heterogeneous Infrastructure☆105Updated last year
- With a little help from deep learning, now you too can create your own happy accidents☆67Updated last year
- Aloception is a set of package for computer vision: aloscene, alodataset, alonet.☆93Updated 9 months ago
- A Pytorch Deep Dream Implementation☆88Updated 4 years ago
- ☆42Updated 4 years ago
- arxiv_miner is a toolkit for mining research papers on CS ArXiv.☆122Updated 5 months ago
- Proximal Policy Optimization (PPO) algorithm for Sonic the Hedgehog☆26Updated 3 years ago
- A tiny Catalyst-like experiment runner framework on top of micrograd.☆52Updated 3 years ago
- Simple script for hunting trending papers everyday.☆10Updated 3 years ago
- An implementation of convolutional networks in NumPy!☆79Updated 3 years ago
- CPU simulator to showcase the speed improvement of prefetching instructions☆17Updated 4 years ago
- ☆30Updated 4 years ago
- Provides symbolic API for model creation in PyTorch.☆61Updated last week