causal-analysis 开源项目推荐（64 个）

mikenguyen13 /data_analysis

简化数据分析流程。一本关于数据分析、因果推理和计量经济学的书，为几乎没有背景、想要培养统计直觉和实用R技能的读者撰写。

OpenSourceEconomics /ose-course-data-science

course on data science for economists

stscl /spEDM

Spatial Empirical Dynamic Modeling

stscl /tEDM

Temporal Empirical Dynamic Modeling

MLResearchAtOSRAM /cause2e

The cause2e package provides tools for performing an end-to-end causal analysis of your data. Developed by Daniel Grünbaum (@dg46).

ArcheCausal /CausalAgent

因果Harness：自动编排从数据处理、因果发现到交互式因果图与分析报告的完整流程，融合 LangGraph、MCP 与 RAG。AI Harness for automated causal analysis—from data preparation and causal discovery to interactive causal graphs and reports. Powered by LangGraph, MCP & RAG.

huiyang-yi /CausalCompass

[NeurIPS 2026] "CausalCompass: Evaluating the Robustness of Time-Series Causal Discovery in Misspecified Scenarios"

CEBaBing /CEBaB

CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior

drmuskangarg /CAMS

This repository is created to support the paper 'CAMS: An Annotated Corpus for Causal Analysis of Mental health on Social media' which is submitted to Language Resources and Evaluation Conference 2022 we introduce a new dataset for Causal Analysis of Mental health illness in Social media posts (CAMS). We first introduce the annotation schema for…

kaistmm /crossmodal-hub

[ICML 2026] Probing Cross-modal Information Hubs in Audio-Visual LLMs

croviatrust /causari

AI-written code has no author. It has causes. Causari records them. How many lines from AI-tagged commits are still alive in your repo? One command, any git repo, no setup. A count, not a grade.

rqzhu-aide /causal-consultant

An interactive skill that works with you while answering a causal question

mikenguyen13 /causalverse

CausalVerse: An R toolkit expediting causal research & analysis. Streamlines complex methodologies, empowering users to unveil causal relationships with precision. Your go-to for insightful causality exploration.

alexware69 /CID3

Full-featured Decision Trees and Random Forests learner.

enweg /TransmissionChannelAnalysis.jl

Transmission Channel Analysis in Dynamic Models

cfmzk /app

Análise Causal Heterogênea para Subgrupos de Intervenção em Ansiedade

SamDewriter /BreastCancer-CausalityInference

The repository shows an approach to perform casual inference on Breast Cancer Data. Causal inference is carried out to determine the independent, actual effect of breast cancer that is component of a larger system

enweg /tca-matlab-toolbox

Toolbox for Transmission Channel Analysis in Matlab

ClusterPilot-System /worldbisect

Your CI passed yesterday. Today it fails. Test selected input changes, reproduce the failure, and get a useful next step.

limorigu /causal-inference-handbook

Friendly introduction to causal inference