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
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
migariane/DeltaMethodInfluenceFunction
Statistical Inference
romanpogodin/kernel-ci-testing
Conditional independence testing with kernel-based measures
ScorpioBao/Causal-Learning-and-Uncertainty-Estimation
因果学习、不确定性估计相关资源(论文、代码、数据、博客等)
jiaqingxie/GuaranteeML
ETH Guarantees for Machine Learning
DS-argus/GS_Identification
Implementation of causal effect identification algorithms
subhadeep-maishal/EXAMPLE_PCMCI_PLUS
causal time series analysis
maichmueller/scmodels
Python Package to build Structural Causal Models (SCM).
liyuan9988/KernelCausalFunction
The code for "Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves"
taoshen2022/Optimal-Treatment-Regimes-for-Proximal-Causal-Learning
andrewyyp/Proximal_Causal_Inference_for_Complex_Longitudinal_Studies
hebda/proximal_causal_learning
Collection of notebooks to simulate various DAGs and understand bias and variance properties of the negative controls estimator.
davidcherney/Facure_notes
Notes on Facure's Causal Inference in Python
ContinualCausality/Causality-Tutorial
Continual Causality Bridge 2024 Causality Tutorial
chabefer/STCI
Statistical Tools for Causal Inference
dswatson/leakyIV
Bounding causal effects with leaky instruments
libasselaye/causality_and_ML