causality-analysis topic

List causality-analysis repositories

eliot

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Eliot: the logging system that tells you *why* it happened

awesome-causality-algorithms

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An index of algorithms for learning causality with data

bnlearn

446
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Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.

YLearn

380
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YLearn, a pun of "learn why", is a python package for causal inference

justcause

138
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💊 Comparing causality methods in a fair and just way.

SyntheticControlMethods

158
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A Python package for causal inference using Synthetic Controls

looper

236
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31
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A resource list for causality in statistics, data science and physics

Nonlincausality

62
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12
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Python package for Granger causality test with nonlinear forecasting methods.

Causal_Relation_Extraction

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Causal Relation Extraction and Identification using Conditional Random Fields

tigramite_old

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7
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Tigramite is a time series analysis python module for linear and information-theoretic causal inference. Version 3.0 described in http://arxiv.org/abs/1702.07007 is available at https://github.com/jak...