List of AI Residency Programs

(ECCV 2020) RANSAC-Flow: generic two-stage image alignment

Main Web Site (Online Books)

Deep Learning for Symbolic Mathematics

PRML algorithms implemented in Python

Hydra is a framework for elegantly configuring complex applications

The fastai book, published as Jupyter Notebooks

Generative Tensorial Reinforcement Learning (GENTRL) model

Official Pytorch implementation of Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations

TensorFlow examples

Fast, accurate and easy to run dense optical flow with python wrapper

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

A visual editor for manually annotating facial landmarks in images of human faces.

Language-Agnostic SEntence Representations

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

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

eSNN - Learning similarity measure from data

Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

The Uber Go Style Guide.

Pretrained models for TensorFlow.js

Testing framework to simplify writing ML unit tests.

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

Magenta: Music and Art Generation with Machine Intelligence

Magenta.js: Music and Art Generation with Machine Learning in the browser

[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs