An index of algorithms for learning causality with data

AutoVideo: An Automated Video Action Recognition System

[CVPR 2021] A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

Source code for a comprehensive analysis of MTL over EHR timeseries data.

TODS: An Automated Time-series Outlier Detection System

Towards Automatic Concept-based Explanations

RottenPotatoes app skeleton for saasbook/hw-rails-intro

Machine Learning and Artificial Intelligence for Medicine.

Ruby Introduction Assignment for Agile Development using Ruby on Rails

Python module to interface with OpenML

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

[CVPR 2020 Workshop] Official implementation of Score-CAM in Pytorch

Hyperparameter tuning for humans

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

A booklet on machine learning systems design with exercises

Awesome Game AI materials on Multi-Agent Learning

Testbed for Reinforcement Learning in Card (Poker) Games

accessible AutoML for deep learning.

Attention mechanism Implementation for Keras.