sdpmas

deep-vector-quantization

VQVAEs, GumbelSoftmaxes and friends

awesome-program

A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic reinforcement learning.

SEAL

Search Engines with Autoregressive Language models

CodeGen

CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

randomfun

Notebooks and various random fun

RETRO-pytorch

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

CodeT5

Home of CodeT5: Open Code LLMs for Code Understanding and Generation

tinygrad

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

deconstructing-lottery-tickets

learning-at-home

"Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation

genact

🌀 A nonsense activity generator

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

FISH

Code for "Training Neural Networks with Fixed Sparse Masks" (NeurIPS 2021).

sominer

nsg

openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

MetaICL

An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi

Learn-Ethereum

Learn Ethereum, published by Packt

ec

Megatron-DeepSpeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

bigscience

Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

TreeCodeGen

Codeon

Code Generation and Search for Python

CodeXGLUE

CodeXGLUE

bitcoin

Bitcoin Core integration/staging tree

comp790-deep-learning-spring-2021

Course repository for the Spring COMP790 course "Deep Learning" at UNC

twitchcoq

It's a poorly named metamath verifier

SemanticScaffold

Semantic Scaffolds for Pseudocode-to-Code Generation (accepted by ACL 2020)

tranX

A general-purpose neural semantic parser for mapping natural language queries into machine executable code

DiffPruning

Parameter Efficient Transfer Learning with Diff Pruning