cmychina's Stars
zhoubolei/introRL
Intro to Reinforcement Learning (强化学习纲要)
vdorie/aciccomp
Code to run submissions for the Atlantic Causal Inference Competition
Linear95/CLUB
Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information
facebookresearch/barlowtwins
PyTorch implementation of Barlow Twins.
kevinzakka/pytorch-goodies
PyTorch Boilerplate For Research
dropreg/R-Drop
goodfeli/dlbook_notation
LaTeX files for the Deep Learning book notation
facebookresearch/InvariantRiskMinimization
PyTorch code to run synthetic experiments.
WeijiaZhang24/TEDVAE
Code for TEDVAE, a VAE-based treatment effect estimation algorithm.
pyro-ppl/pyro
Deep universal probabilistic programming with Python and PyTorch
vanderschaarlab/mlforhealthlabpub
Machine Learning and Artificial Intelligence for Medicine.
Osier-Yi/SITE
d909b/perfect_match
➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.
AMLab-Amsterdam/CEVAE
Causal Effect Inference with Deep Latent-Variable Models
claudiashi57/dragonnet
clinicalml/cfrnet
Counterfactual Regression
IBM-HRL-MLHLS/IBM-Causal-Inference-Benchmarking-Framework
Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code
tomtang110/Multitask
The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.
AMLab-Amsterdam/L0_regularization
Learning Sparse Neural Networks through L0 regularization
rik-helwegen/CEVAE_pytorch
microsoft/Graphormer
Graphormer is a general-purpose deep learning backbone for molecular modeling.
python-openxml/python-docx
Create and modify Word documents with Python
lushleaf/varying-coefficient-net-with-functional-tr
[ICLR 2021] Code for: Varying Coefficient Neural Network with Functional Targeted Regularization for Estimating Continuous Treatment Effects
Gkunnan97/FastGCN_pytorch
an implementation of FastGCN with pytorch
THUDM/GRAND
Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"
tensorflow/tensorflow
An Open Source Machine Learning Framework for Everyone
jikexueyuanwiki/tensorflow-zh
谷歌全新开源人工智能系统TensorFlow官方文档中文版
AntixK/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
apache/spark
Apache Spark - A unified analytics engine for large-scale data processing
datawhalechina/easy-rl
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/