yezichu
I am currently studying at Fudan University ISTBI, with a research focus on causal inference and machine learning theory.
Fudan UniversityShanghai
yezichu's Stars
CausalAIBook/MetricsMLNotebooks
Notebooks for Applied Causal Inference Powered by ML and AI
Ci2Lab/Applied_Causal_Inference_Course
This course is an overview of applied causal inference.
TimeLovercc/Awesome-Graph-Causal-Learning
A list of Graph Causal Learning materials.
calebleedy/ISU-Causal
Repository for the ISU Causal Inference Working Group
shoepaladin/causalinference_crashcourse
Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks
lmz123321/which_invariance
Official implementation for ICML23 paper: Which Invariance Should We Transfer? A Causal Minimax Learning Approach
phlippe/uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Mountchicken/Efficient-Deep-Learning
A bag of tricks to speed up your deep learning process
marikgoldstein/semiparametrics
reading semiparametrics
zhihuizheng/Causal-Inference-Papers
DSXiangLi/Paper_CausalInference_abtest
因果推理&AB实验相关论文小书库
MCKnaus/causalML-teaching
This repository consolidates my teaching material for "Causal Machine Learning".
ThatShelbs/CausalInferenceTimeSeries
Causal Inference for Time Series Data (with CausalML Demo)
bowers-illinois-edu/bowershansen-CI-course
Source files for Jake and Ben and Tom's causal inference course materials
AlxndrMlk/causality
Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
astrokathi/inference-causality
IUBH Notes
rdemarqui/causal_inference
Good material about causal Inference
jean997/BIOST_881_causal_inference
https://jean997.github.io/BIOST_881_causal_inference/
syanga/proxci
Implementation of "Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference" by A. Ghassami, A. Ying, I. Shpitser, and E. Tchetgen Tchetgen
Chrisejorge/Causal-Inference
Materials Collection for Causal Inference
iamjingxian/causal-inference
Causal Inference Approach for Retrospective Study of MIMIC-IV Data to Identify Causal Relationship between Use of Steroids and Outcomes in septic ICU Patients
edrubin/EC607S21
Causal-inference oriented doctoral econometrics course at UO
ajnafa/psci-3300-political-science-research
Course Content for PSCI 3300 Political Science Research Methods
Mixtape-Sessions/Machine-Learning
Machine Learning and Causal Inference taught by Brigham Frandsen
soerenwengel/causalinferenceandcontrol
Course webpage for Causal inference and control at LTH, spring 2023
Mixtape-Sessions/Causal-Inference-2
Causal Inference II Mixtape Session taught by Scott Cunningham
UChicago-pol-methods/plsc-30600-causal-inference
Github Repository for PLSC 30600 - Causal Inference
UChicago-pol-methods/plsc-40601-CI-ML
Advanced Topics in Causal Inference PLSC 40601
edrubin/EC607S23
Causal-inference oriented doctoral econometrics course at UO
matheusfacure/causal-inference-in-python-code
Code for the Book Causal Inference in Python