adam_optimizer

Implementing the Adam optimizer in python from the MLM tutorial: https://machinelearningmastery.com/adam-optimization-from-scratch/

arena_2.0

Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.

arena_3.0

attention-data

aws-s3-pern-demo

board_games

calib_challenge

connor-henderson

connor-henderson.github.io

course-v3-ch

working through the fastai course

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

eslint

Find and fix problems in your JavaScript code.

espnet

End-to-End Speech Processing Toolkit

imitation

Clean PyTorch implementations of imitation and reward learning algorithms

ims-toucan

IMS-Toucan is a toolkit to train state-of-the-art Speech Synthesis models. Everything is pure Python and PyTorch based to keep it as simple and beginner-friendly, yet powerful as possible.

kaggle_titanic

material-dashboard-react

React version of Material Dashboard by Creative Tim

meditation-library

mnist_implementation

Code from http://neuralnetworksanddeeplearning.com/ (Neural Networks and Deep Learning), as well as my own tweaks and implementations

openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

spikegpt

Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"

standup-app

stylegan2

surfcamp

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

transformerlens

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.