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
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.
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
PetraIvanovic8/Causal-Inference
sillywutong/causal-primer-note
My solution to the exercises in Causal Inference in Statistics: A Primer.
ccfddl/ccf-deadlines
⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~
nikbearbrown/CausalAI
Causal AI
bgavran/Category_Theory_Machine_Learning
List of papers studying machine learning through the lens of category theory
MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
ryantibs/statlearn-s24
Course materials for Advanced Topics in Statistical Learning, Spring 2024
kalinlau/awesome-causal-learning
Causality with machine learning, topic including causal represenation learning, causal reinforcement learning