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antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-causality-data

A data index for learning causality.

causal-mechanism-of-extreme-river-discharges

causal_discovery_toolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causaldirectionality

Investigation of complexity-based criteria for determining the causal direction from observational data.

causalworld

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

coca

entropy-mdlp

Minimum description length principle algorithm in Python, for optimal binning of continuous variables

ibm-causal-inference-benchmarking-framework

Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code

icm4nlp

Codes for the EMNLP 2021 paper "Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP"

igci

Python code of information geometric causal inference

justcause

💊 Comparing causality methods in a fair and just way.

latent-trees-for-extremes

qtree algorithm for causal discovery from extremes on river networks

lempel-ziv_complexity

:package: Lempel-Ziv Complexity, fast implementations with :snake: Python (naive, Numba or Cython for speedup), Open-Source (MIT) :+1: →

lingam

Python package for causal discovery based on LiNGAM.

mdl-complexity

MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".

mdlp-discretization

An implementation of the minimum description length principal expert binning algorithm by Usama Fayyad

michelle-ci

Config files for my GitHub profile.

mobile-conjugate-reinforcement

neurokit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

notebooks

Notebooks for analysis or experimentation

permutationccc

Repository for codes for Permutation compression complexity causality

pycausalfs

An open-source package of causal feature selection and causal (Bayesian network) structure learning (Python version)