dbusbridge

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

graph_nets

Build Graph Nets in Tensorflow

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

darts

Differentiable architecture search for convolutional and recurrent networks

trfl

TensorFlow Reinforcement Learning

spektral

Graph Neural Networks with Keras and Tensorflow 2.

hopfield-layers

Hopfield Networks is All You Need

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

TikZ

Complete collection of my PGF/TikZ figures.

sparse

Sparse multi-dimensional arrays for the PyData ecosystem

TuckER

TuckER: Tensor Factorization for Knowledge Graph Completion

sport.db

sport.db - open sports database (e.g. football.db, formula1.db etc.) command line tool and libraries

Synaptic-Flow

DrRepair

[ICML 2020] DrRepair: Learning to Repair Programs from Error Messages

randsent

Exploring Random Encoders for Sentence Classification

k-gnn

Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".

torchsearchsorted

Pytorch Custom CUDA kernel for searchsorted

open-mtg

A python implementation of Magic: The Gathering with an AI that plays it using Monte Carlo move evaluation.

SymJAX

Documentation:

metropolis-hastings-gans

TreeLSTMSentiment

Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

rgat

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

fuzzymax

Code for the paper: Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors, ICLR 2019.

sparse

int2vec

A playground for embedding spaces for integers using easy to understand corpora.

mini-tf

An implementation of (a subset of) TensorFlow's API. TensorFlow version: 1.12.0.

kaggle-rps-fun