yezichu

vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

Campus2025

2025届互联网校招信息汇总

awesome-causal-vision

A curated list of research papers in exploring causality in vision. Link to the code if available is also present.

causalgraphs_latex

Drawing graphical models for causal inference using LaTeX

Notes

📝 The Lecture Notes

Econ1630_Github

ml-heart-rate-models

orie7191

Materials for ORIE 7191: Topics in Optimization for Machine Learning

open-learning-material

Some teaching material and other educational resources

drug2ways

A Python package for drug discovery by analyzing causal paths on multiscale networks

NUS_cheatsheet

Sharing the cheatsheet I did for past modules, EC + ST

Causal-Inference-Mastery

Notes and simulations on graduate level causal inference in statistics with applications to social sciences.

orie7391

Materials and syllabus for Cornell ORIE 7391, Faster: Algorithmic Ideas for Speeding Up Optimization

CS7545

CFA

Causal Fairness Analysis

causality_zh

"Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记

LVMwithDoCalculus

Causality-Tutorial

Awesome-Causal-LLM

causalestimators

Teaching page on causal estimators

kernel-test-bias

Implementation for the paper: "Detecting critical treatment effect bias in small subgroups"

SpatioTemporalCausalLearning

A modularized repository for Spatio-Temporal Causal Learning under ADNI database.

dive

Code for "Instrumental Variable Estimation of Distributional Causal Effects"

Efron-Bootstrap

Naive boostrap, Residual/Wild bootstrap, Pairwise bootstrap, AR(p) parametric bootstrap, Nonparametrics Moving Block bootstrap, Order statistics, Subsampling

intervention-mixture-DAG

Codebase for the paper "Interventional Causal Discovery in a Mixture of DAGs"

ACIC2024

Materials for the ACIC 2024 Short Course on Causal Discovery

sinkhorn-iv

Code for the Sinkhorn Method of Moments estimator for instrumental variable regression

Causal_Inference_Nof1_trial_acne

EEG-Causal-Features

Discovering neural oscillations with causal relation to working memory performance using EEG data

causal-multimodal-benchmark

A benchmark of multimodal causal learning datasets