Sirui(David) Ding's repositories
awesome-causality-algorithms
An index of algorithms for learning causality with data
autovideo
AutoVideo: An Automated Video Action Recognition System
Visual-Reasoning-eXplanation
[CVPR 2021] A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts
DouZero
[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI
comprehensive_MTL_EHR
Source code for a comprehensive analysis of MTL over EHR timeseries data.
tods
TODS: An Automated Time-series Outlier Detection System
ACE
Towards Automatic Concept-based Explanations
rottenpotatoes-rails-intro
RottenPotatoes app skeleton for saasbook/hw-rails-intro
mlforhealthlabpub
Machine Learning and Artificial Intelligence for Medicine.
hw-ruby-intro
Ruby Introduction Assignment for Agile Development using Ruby on Rails
openml-python
Python module to interface with OpenML
pytorch-meta
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
Awesome-System-for-Machine-Learning
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
keras-tuner
Hyperparameter tuning for humans
How-to-write-a-paper-for-your-open-source-project
How to write a paper for your open-source project?
maml
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
machine-learning-systems-design
A booklet on machine learning systems design with exercises
awesome-game-ai
Awesome Game AI materials on Multi-Agent Learning
rlcard
Testbed for Reinforcement Learning in Card (Poker) Games
Davidsirui.github.io
My Homepage
autokeras
accessible AutoML for deep learning.
keras-attention-mechanism
Attention mechanism Implementation for Keras.
Leetcode_solutions
Some effevtive soltions to problems in Leetcode