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
biomedia-mira/counterfactual-contrastive
Code for the paper "Counterfactual contrastive learning: robust representations via causal image synthesis"
SujaiVSS/causal-discovery-topological-sort
Causal Discovery with Topological Sorts
Wenhua-Hu/Causality
afatcoder/LeetcodeTop
汇总各大互联网公司容易考察的高频leetcode题🔥
mensxmachina/AutoCD
Towards Automated Causal Discovery
ciemss/pyciemss
Causal and probabilistic reasoning with continuous time dynamical systems
Yajie-Zhang/Paper-list-for-causal-inference
dobriban/Topics-In-Modern-Statistical-Learning
Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, calibration, etc
dobriban/Topics-in-deep-learning
Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)
causality-group/causality-benchmark-data
Showcasing Causality Group's benchmark data through a data loading library and a signal backtesting example.
PacktPublishing/Causal-Inference-with-Bayesian-Networks
Causal Inference with Bayesian Networks, published by Packt
helenecharlotte/TMLE-course
francescoamat0/causal-inference-methods
Exploring techniques to asses causal impact in observational data
lcastri/causalflow
CausalFlow: Causal Discovery Methods with Observational and Interventional Data from Time-series
aknvictor/culingam
CULiNGAM accelerates LiNGAM analysis on GPUs.
demireal/censored-mmr
dimitarpg13/root_cause_analysis_and_model_checking
Causal Inference, RCA algorithms, Probabilistic graph models based on Markov Chains, Model verification through Probabilistic Temporal Logic
ronikobrosly/scipy_2024_causal_inference_tutorial
Materials for a proposed Causal Inference Tutorial session at SciPy 2024
gdelfe/Coherence_analysis_of_brain_causal_networks
Signal Processing analysis of sender-receiver causal brain networks and modulator sites reveals the mechanism behing brain communication and neuromodulation.
DoubleML/doubleml-for-py
DoubleML - Double Machine Learning in Python
asancetta/ARKHS
zijianwang2000/MA_CausalML
Contains code and simulation scripts for my Master thesis "Causal inference with double machine learning"
pedrohcgs/pstest
Specification test for the propensity score
rrtucci/mappa_mundi
Causal DAG Extraction from Text (DEFT)
JMSLab/xtevent
Stata package -xtevent-
jnseawright/PS406
Quantitative Causal Inference Seminar Materials
dobriban/stat-ml-edu
Resources for education in statistics and machine learning: from advanced undergraduate to research level
scunning1975/mixtape
Data and Program files for Causal Inference: The Mixtape
tianweigong/time_and_intervention
materials and data analysis for "active causal structure learning in continuous time" 🕙
zepingyu0512/awesome-llm-understanding-mechanism
awesome papers in LLM interpretability