Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/jvpoulos/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
causal-discovery causal-inference causal-learning causal-models counterfactual counterfactual-learning deep-learning estimating-treatment-effects heterogeneous-treatment-effects machine-learning paper-list randomized-controlled-trials representation-learning treatment-effects
Last synced: 05 Jul 2024
https://github.com/msuzen/looper
A resource list for causality in statistics, data science and physics
bayesian-inference causal causal-discovery causal-impact causal-inference causal-machine-learning causal-models causal-networks causality causality-algorithms causality-analysis causation data-science machine-learning meta-learning physics statistical-inference statistical-mechanics statistical-physics statistics
Last synced: 20 Jun 2024
https://github.com/IntelLabs/causality-lab
Causal discovery algorithms and tools for implementing new ones
causal-discovery causal-reasoning causality-algorithms constraint-based-causality explainable-ai transformers
Last synced: 08 Jun 2024
https://github.com/Kanaries/Rath
Next generation of automated data exploratory analysis and visualization platform.
augmented-analytics automated-data-analysis automated-visualization autovis causal-discovery causal-inference causality data-analysis data-exploration data-visualization datamining eda k6s kanaries machine-learning tableau tableau-alternative visualization
Last synced: 05 May 2024
https://github.com/py-why/causal-learn
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
causal causal-discovery causal-inference causal-representation-learning causality confounder graph hidden-causal independence-tests python statistics structure tetrad time-series
Last synced: 20 Apr 2024
https://github.com/FenTechSolutions/CausalDiscoveryToolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
algorithm causal-discovery causal-inference causal-models causality graph graph-structure-recovery inference machine-learning python toolbox
Last synced: 18 Apr 2024
