higgsfield

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

pyxel

A retro game engine for Python

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Financial-Models-Numerical-Methods

Collection of notebooks about quantitative finance, with interactive python code.

gpt-2-output-dataset

Dataset of GPT-2 outputs for research in detection, biases, and more

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

hasktorch

Tensors and neural networks in Haskell

adaptive-span

Transformer training code for sequential tasks

node

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

InvariantRiskMinimization

PyTorch code to run synthetic experiments.

pneumothorax-segmentation

SIIM-ACR Pneumothorax Segmentation first place solution

LanczosNetwork

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

EGG

EGG: Emergence of lanGuage in Games

Polygames

The project is a platform of zero learning with a library of games.

elpi

Embeddable Lambda Prolog Interpreter

ANML

A Neuromodulated Meta-Learning algorithm

clutrr

Diagnostic benchmark suite to explicitly test logical relational reasoning on natural language

meta_seq2seq

Compositional generalization through meta sequence-to-sequence learning

multiagent-gail

Upside-Down-Reinforcement-Learning

Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.

stacknn-core

Pip-installable differentiable stacks in PyTorch!

hexlite

Python-based HEX implementation for a fragment of the HEX language and a subset of features.

Re-Pair

A space-efficient compressor based on the Re-Pair grammar

pysequitur

Python Sequitur (Nevill-Manning) algorithm

imo-coq

International Mathematics Olympiad in Coq

Re-Pair-VF

MR-Repair