causal 开源项目推荐（59 个）

py-why /causal-learn

Causal Discovery in Python. Learning causality from data.

HCPLab-SYSU /CausalVLR

CausalVLR: A Toolbox and Benchmark for Vision-Language Causal Reasoning (多模态因果推理开源框架)

BiomedSciAI /causallib

A Python package for modular causal inference analysis and model evaluations

erdogant /bnlearn

Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.

msuzen /looper

A resource list for causality in statistics, data science and physics

paul-krug /pytorch-tcn

（实时）PyTorch 中的时间卷积

FLHonker /Awesome-Neural-Logic

Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断，神经逻辑，强人工智能逻辑推理前沿领域。

Center-For-Complex-Systems-Science /causationentropy

Implementation of Causation Entropy from Clarkson Center for Complex Systems Science (C3S2)

integrated-inferences /CausalQueries

Bayesian inference from binary causal models

stremtec /astrape-vst

Causal zero-shot voice conversion at 44.1kHz.

LeihuaYe /Causal-Inference-Using-Quasi-Experimental-Methods

Causal Inference Using Quasi-Experimental Methods

YangLiu9208 /CMCIR

[IEEE T-PAMI 2023] Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering

microsoft /ML4C

[SDM'23] ML4C: Seeing Causality Through Latent Vicinity

GiuseppeCesarano /pside

A modern causal profiler built leveraging Linux tracepoints

amazon-science /causal-self-compatibility

Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"

warisqr007 /vocos

Causal version of Vocos (neural vocoders for high-quality audio synthesis) with streaming implementation

LAMDA-Tabular /TabCausal

TabCausal: Pretraining Across Causal Environments for Tabular Causal Discovery

jaredhuling /independenceWeights

Construction of weights for causal inference for continuous treatments

hferdous /CDANs

Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data

ying-A /SandC

Implementation of the AAAI-2021 paper Sketch and Customize: A Counterfacutal Story Generator .