causal topic

List causal repositories

bnlearn

447
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44
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Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.

Awesome-Neural-Logic

127
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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。

causal-learn

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Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

causallib

674
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A Python package for modular causal inference analysis and model evaluations

looper

242
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31
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A resource list for causality in statistics, data science and physics

CausalQueries

24
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7
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Bayesian inference from binary causal models

causal-rl

27
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3
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Causal RL: Reverse-Environment Network Integrated Actor-Critic Algorithm

pytorch-tcn

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8
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(Realtime) Temporal Convolutions in PyTorch