Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "causal-inference" keyword
Top 6.1% on pypi.org
14 versions - Latest release: 7 months ago - 3 dependent repositories - 1.9 thousand downloads last month - 670 stars on GitHub - 2 maintainers
causallib 0.9.6
A Python package for flexible and modular causal inference modeling14 versions - Latest release: 7 months ago - 3 dependent repositories - 1.9 thousand downloads last month - 670 stars on GitHub - 2 maintainers
causy 0.0.37
Causal discovery made easy.27 versions - Latest release: 27 days ago - 167 downloads last month - 20 stars on GitHub - 1 maintainer
cdci-causality 0.0.2
CDCI - Causality2 versions - Latest release: about 2 years ago - 24 downloads last month - 3 stars on GitHub - 1 maintainer
mossspider 0.0.3
Targeted maximum likelihood estimation for network-dependent data3 versions - Latest release: about 2 years ago - 1 dependent repositories - 29 downloads last month - 1 stars on GitHub - 1 maintainer
guangbeat 1.0
BEAT1 version - Latest release: over 1 year ago - 22 downloads last month - 3,545 stars on GitHub - 1 maintainer
pysyncon 1.5.0
A python module for the synthetic control method9 versions - Latest release: 9 days ago - 320 downloads last month - 29 stars on GitHub - 1 maintainer
lzbeat 0.13.1
This package contains several methods for calculating Conditional Average Treatment Effects1 version - Latest release: over 1 year ago - 15 downloads last month - 3,545 stars on GitHub - 1 maintainer
Top 3.4% on pypi.org
37 versions - Latest release: over 1 year ago - 4 dependent packages - 21 dependent repositories - 3.07 thousand downloads last month - 1,007 stars on GitHub - 1 maintainer
cdt 0.6.0
A Toolbox for causal graph inference37 versions - Latest release: over 1 year ago - 4 dependent packages - 21 dependent repositories - 3.07 thousand downloads last month - 1,007 stars on GitHub - 1 maintainer
beataalu 0.13.1
This package contains several methods for calculating Conditional Average Treatment Effects1 version - Latest release: over 1 year ago - 32 downloads last month - 3,545 stars on GitHub - 1 maintainer
hcpcvlr 0.0.1
CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning (视觉-语言因果推理开源框架)2 versions - Latest release: about 1 month ago - 140 downloads last month - 109 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
25 versions - Latest release: 2 months ago - 28 dependent packages - 127 dependent repositories - 53.9 thousand downloads last month - 2,627 stars on GitHub - 1 maintainer
pgmpy 0.1.25
A library for Probabilistic Graphical Models25 versions - Latest release: 2 months ago - 28 dependent packages - 127 dependent repositories - 53.9 thousand downloads last month - 2,627 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
23 versions - Latest release: 3 months ago - 4 dependent packages - 14 dependent repositories - 33.4 thousand downloads last month - 876 stars on GitHub - 1 maintainer
causal-learn 0.1.3.8
causal-learn Python Package23 versions - Latest release: 3 months ago - 4 dependent packages - 14 dependent repositories - 33.4 thousand downloads last month - 876 stars on GitHub - 1 maintainer
Top 8.0% on pypi.org
23 versions - Latest release: 13 days ago - 2 dependent repositories - 1.25 thousand downloads last month - 808 stars on GitHub - 2 maintainers
causalpy 0.3.0
Causal inference for quasi-experiments in Python23 versions - Latest release: 13 days ago - 2 dependent repositories - 1.25 thousand downloads last month - 808 stars on GitHub - 2 maintainers
pqp 0.3.5
Subroutines for structural causal modeling9 versions - Latest release: 10 months ago - 181 downloads last month - 3 stars on GitHub - 1 maintainer
dame-flame 0.61
Causal Inference Covariate Matching8 versions - Latest release: 9 months ago - 1 dependent repositories - 320 downloads last month - 53 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
23 versions - Latest release: 3 months ago - 8 dependent repositories - 2.96 thousand downloads last month - 346 stars on GitHub - 1 maintainer
lingam 1.8.3
LiNGAM Python Package23 versions - Latest release: 3 months ago - 8 dependent repositories - 2.96 thousand downloads last month - 346 stars on GitHub - 1 maintainer
timeawarepc 1.1.0
Time-Aware PC Python Package9 versions - Latest release: 6 months ago - 1 dependent repositories - 130 downloads last month - 11 stars on GitHub - 1 maintainer
cits 1.3
CITS algorithm for inferring causality from time series data5 versions - Latest release: 5 months ago - 35 downloads last month - 2 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
52 versions - Latest release: almost 5 years ago - 2 dependent repositories - 2.25 thousand downloads last month - 330 stars on GitHub - 3 maintainers
expan 1.4.0
Experiment Analysis Library52 versions - Latest release: almost 5 years ago - 2 dependent repositories - 2.25 thousand downloads last month - 330 stars on GitHub - 3 maintainers
Top 1.8% on pypi.org
15 versions - Latest release: 5 months ago - 4 dependent packages - 43 dependent repositories - 49.3 thousand downloads last month - 6,437 stars on GitHub - 2 maintainers
dowhy 0.11.1
DoWhy is a Python library for causal inference that supports explicit modeling and testing of cau...15 versions - Latest release: 5 months ago - 4 dependent packages - 43 dependent repositories - 49.3 thousand downloads last month - 6,437 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
32 versions - Latest release: 3 months ago - 5 dependent packages - 60 dependent repositories - 157 thousand downloads last month - 3,545 stars on GitHub - 2 maintainers
econml 0.15.0
This package contains several methods for calculating Conditional Average Treatment Effects32 versions - Latest release: 3 months ago - 5 dependent packages - 60 dependent repositories - 157 thousand downloads last month - 3,545 stars on GitHub - 2 maintainers
causalicp 0.1.1
Python implementation of the Invariant Causal Prediction (ICP) algorithm for causal discovery.2 versions - Latest release: about 3 years ago - 1 dependent repositories - 43 downloads last month - 16 stars on GitHub - 1 maintainer
autoum 1.2.1
A Python Framework for Automatically Evaluating various Uplift Modeling Algorithms to Estimate In...5 versions - Latest release: over 1 year ago - 28 downloads last month - 17 stars on GitHub - 1 maintainer
ylearn 0.2.0
A python package for causal inference13 versions - Latest release: over 1 year ago - 409 downloads last month - 373 stars on GitHub - 1 maintainer
Top 4.5% on pypi.org
24 versions - Latest release: about 1 month ago - 35 dependent repositories - 93.2 thousand downloads last month - 4,768 stars on GitHub - 4 maintainers
causalml 0.15.1
Python Package for Uplift Modeling and Causal Inference with Machine Learning Algorithms24 versions - Latest release: about 1 month ago - 35 dependent repositories - 93.2 thousand downloads last month - 4,768 stars on GitHub - 4 maintainers
causalegm 0.4.0
CausalEGM: an encoding generative modeling approach to dimension reduction and covariate adjustme...16 versions - Latest release: 6 days ago - 136 downloads last month - 52 stars on GitHub - 1 maintainer
pyagrum-nightly 1.13.2.9.dev202405141715182293
Bayesian networks and other Probabilistic Graphical Models.1,433 versions - Latest release: 7 days ago - 1 dependent repositories - 74.2 thousand downloads last month - 28 stars on GitLab.com - 1 maintainer
y0 0.2.11
Python code for causal modeling.18 versions - Latest release: 22 days ago - 1 dependent package - 1 dependent repositories - 428 downloads last month - 40 stars on GitHub - 2 maintainers
Top 6.9% on pypi.org
89 versions - Latest release: 13 days ago - 6 dependent repositories - 13.5 thousand downloads last month - 28 stars on GitLab.com - 2 maintainers
pyagrum 1.13.2
Bayesian networks and other Probabilistic Graphical Models.89 versions - Latest release: 13 days ago - 6 dependent repositories - 13.5 thousand downloads last month - 28 stars on GitLab.com - 2 maintainers
Top 3.4% on pypi.org
18 versions - Latest release: 11 months ago - 1 dependent package - 24 dependent repositories - 2.72 thousand downloads last month - 2,154 stars on GitHub - 1 maintainer
causalnex 0.12.1
Toolkit for causal reasoning (Bayesian Networks / Inference)18 versions - Latest release: 11 months ago - 1 dependent package - 24 dependent repositories - 2.72 thousand downloads last month - 2,154 stars on GitHub - 1 maintainer
causalnlp 0.7.0
CausalNLP: A Practical Toolkit for Causal Inference with Text15 versions - Latest release: almost 2 years ago - 1 dependent package - 1 dependent repositories - 105 downloads last month - 128 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
19 versions - Latest release: over 2 years ago - 2 dependent repositories - 608 downloads last month - 158 stars on GitHub - 1 maintainer
syntheticcontrolmethods 1.1.17
A Python package for causal inference using various Synthetic Control Methods19 versions - Latest release: over 2 years ago - 2 dependent repositories - 608 downloads last month - 158 stars on GitHub - 1 maintainer
stadion 1.0.1
Causal Modeling with Stationary Diffusions2 versions - Latest release: 29 days ago - 112 downloads last month - 3 stars on GitHub - 1 maintainer
utboost 0.1.7
UTBoost Python Package5 versions - Latest release: 4 months ago - 38 downloads last month - 19 stars on GitHub - 1 maintainer
hypex 0.1.2
Fast and customizable framework for Causal Inference13 versions - Latest release: 15 days ago - 207 downloads last month - 41 stars on GitHub - 1 maintainer
casual_inference 0.6.7
Do causal inference more casually15 versions - Latest release: 4 months ago - 165 downloads last month - 20 stars on GitHub - 1 maintainer
pytorch-tcn 1.1.0
Pytorch TCN2 versions - Latest release: 3 months ago - 673 downloads last month - 16 stars on GitHub - 1 maintainer
azcausal 0.2.2
Casual Inference4 versions - Latest release: about 2 months ago - 24 downloads last month - 31 stars on GitHub - 1 maintainer
nonlinear-causal 1.0
nonlinear-causal is a Python module for nonlinear causal inference built on top of Two-stage IV m...4 versions - Latest release: 4 months ago - 11 downloads last month - 12 stars on GitHub - 1 maintainer
pywhy-graphs 0.1.0
Causal Graphs for Python1 version - Latest release: 11 months ago - 1 dependent repositories - 41 downloads last month - 38 stars on GitHub - 1 maintainer
rdlocrand 1.0.4
Local Randomization Methods for RD Designs5 versions - Latest release: 4 months ago - 46 downloads last month - 6 stars on GitHub - 2 maintainers
rdmulti 1.0.1
Analysis of RD Designs with multiple cutoffs or scores2 versions - Latest release: 5 months ago - 22 downloads last month - 3 stars on GitHub - 2 maintainers
rdpower 1.0.1
Power Calculations for RD Designs2 versions - Latest release: 11 months ago - 21 downloads last month - 3 stars on GitHub - 2 maintainers
synthdid 0.9.53
Synthdid10 versions - Latest release: about 1 year ago - 1 dependent repositories - 123 downloads last month - 2 stars on GitHub - 1 maintainer
random-forestry 0.10.0
Random forest estimator2 versions - Latest release: about 1 year ago - 158 downloads last month - 30 stars on GitHub - 1 maintainer
pyparcs 1.0.0
A simulation package for causal methods6 versions - Latest release: 9 months ago - 49 downloads last month - 4 stars on GitHub - 1 maintainer
differences 0.2.0
difference-in-differences estimation and inference in Python4 versions - Latest release: 5 months ago - 4 dependent repositories - 242 downloads last month - 75 stars on GitHub - 1 maintainer
beat-ml1 0.13.1
This package contains several methods for calculating Conditional Average Treatment Effects1 version - Latest release: over 1 year ago - 31 downloads last month - 3,545 stars on GitHub - 1 maintainer
beat-test 0.13.1
This package contains several methods for calculating Conditional Average Treatment Effects1 version - Latest release: over 1 year ago - 26 downloads last month - 3,545 stars on GitHub - 1 maintainer
guangtestbeat 0.13.1
This package contains several methods for calculating Conditional Average Treatment Effects1 version - Latest release: over 1 year ago - 25 downloads last month - 3,545 stars on GitHub - 1 maintainer
firstbeatlu 0.13.1
This package contains several methods for calculating Conditional Average Treatment Effects1 version - Latest release: over 1 year ago - 20 downloads last month - 3,545 stars on GitHub - 1 maintainer
lubeat 0.13.1
This package contains several methods for calculating Conditional Average Treatment Effects1 version - Latest release: over 1 year ago - 20 downloads last month - 3,471 stars on GitHub - 1 maintainer
jupyterlab-dagitty 0.3.5 💰
A JupyterLab extension for rendering Dagitty DAG files.8 versions - Latest release: almost 2 years ago - 1 dependent repositories - 142 downloads last month - 17 stars on GitHub - 1 maintainer
rddensity 2.4.4
Mainpulation testing based on Density Discontinuity6 versions - Latest release: 4 months ago - 1 dependent repositories - 166 downloads last month - 7 stars on GitHub - 1 maintainer
reina 0.0.6
A Causal Inference library for Big Data.6 versions - Latest release: over 2 years ago - 1 dependent repositories - 26 downloads last month - 7 stars on GitHub - 1 maintainer
Top 10.0% on pypi.org
14 versions - Latest release: 5 months ago - 2 dependent packages - 1 dependent repositories - 49.8 thousand downloads last month - 64 stars on GitHub - 3 maintainers
rdrobust 1.2.1
Implements local polynomial Regression Discontinuity (RD) point estimators with robust bias-corre...14 versions - Latest release: 5 months ago - 2 dependent packages - 1 dependent repositories - 49.8 thousand downloads last month - 64 stars on GitHub - 3 maintainers
Top 9.7% on pypi.org
3 versions - Latest release: almost 5 years ago - 2 dependent repositories - 169 downloads last month - 64 stars on GitHub - 1 maintainer
rdd 0.0.3
Tools to implement regression discontinuity designs in Python.3 versions - Latest release: almost 5 years ago - 2 dependent repositories - 169 downloads last month - 64 stars on GitHub - 1 maintainer
pytrad 0.1.1
Pytrad Python Package7 versions - Latest release: over 2 years ago - 1 dependent repositories - 57 downloads last month - 989 stars on GitHub - 1 maintainer
Top 7.6% on pypi.org
4 versions - Latest release: over 4 years ago - 1 dependent package - 2 dependent repositories - 1.51 thousand downloads last month - 70 stars on GitHub - 1 maintainer
pylift 0.1.5
Python implementation of uplift modeling.4 versions - Latest release: over 4 years ago - 1 dependent package - 2 dependent repositories - 1.51 thousand downloads last month - 70 stars on GitHub - 1 maintainer
Top 8.3% on pypi.org
47 versions - Latest release: over 1 year ago - 6 dependent repositories - 812 downloads last month - 54 stars on GitHub - 1 maintainer
pybbn 3.2.3 💰
Learning and Inference in Bayesian Belief Networks47 versions - Latest release: over 1 year ago - 6 dependent repositories - 812 downloads last month - 54 stars on GitHub - 1 maintainer
infotopo 0.2.10
InfoTopo: Topological Information Data Analysis. Deep statistical unsupervised and supervised lea...12 versions - Latest release: over 3 years ago - 1 dependent repositories - 110 downloads last month - 30 stars on GitHub - 1 maintainer
inflation 1.0.0
Implementations of the Inflation Technique for Causal Inference2 versions - Latest release: about 1 year ago - 1 dependent repositories - 48 downloads last month - 19 stars on GitHub - 3 maintainers
Top 8.9% on pypi.org
18 versions - Latest release: 4 months ago - 1 dependent repositories - 3.88 thousand downloads last month - 352 stars on GitHub - 3 maintainers
doubleml 0.7.1
Double Machine Learning in Python18 versions - Latest release: 4 months ago - 1 dependent repositories - 3.88 thousand downloads last month - 352 stars on GitHub - 3 maintainers
do-calculus 2.0.0
A Python implementation of the do-calculus of Judea Pearl et. al.6 versions - Latest release: about 2 years ago - 1 dependent repositories - 47 downloads last month - 19 stars on GitHub - 1 maintainer
cyclicmodel 0.0.4
statistical causality discovery based on cyclic model2 versions - Latest release: almost 6 years ago - 1 dependent repositories - 33 downloads last month - 2 stars on GitHub - 1 maintainer
pygformula 1.1.2
A python implementation of the parametric g-formula6 versions - Latest release: 10 days ago - 800 downloads last month - 13 stars on GitHub - 1 maintainer
causeinfer 1.0.2
Machine learning based causal inference/uplift in Python35 versions - Latest release: almost 2 years ago - 1 dependent repositories - 131 downloads last month - 55 stars on GitHub - 1 maintainer
cause2e 0.2.1
A package for end-to-end causal analysis5 versions - Latest release: over 2 years ago - 1 dependent repositories - 85 downloads last month - 55 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
10 versions - Latest release: about 4 years ago - 3 dependent repositories - 744 downloads last month - 332 stars on GitHub - 1 maintainer
causallift 1.0.6
CausalLift: Python package for Uplift Modeling for A/B testing and observational data.10 versions - Latest release: about 4 years ago - 3 dependent repositories - 744 downloads last month - 332 stars on GitHub - 1 maintainer
bioexp 0.0.4 💰
Deep Learning model analysis toolbox3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 21 downloads last month - 28 stars on GitHub - 1 maintainer
bel2scm 0.0.4
A package for creating causal graphs in pyro4 versions - Latest release: about 4 years ago - 42 downloads last month - 10 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
25 versions - Latest release: 13 days ago - 3 dependent repositories - 38.8 thousand downloads last month - 579 stars on GitHub - 1 maintainer
tfcausalimpact 0.0.15
Python version of Google's Causal Impact model on top of Tensorflow Probability.25 versions - Latest release: 13 days ago - 3 dependent repositories - 38.8 thousand downloads last month - 579 stars on GitHub - 1 maintainer
Top 3.8% on pypi.org
14 versions - Latest release: almost 2 years ago - 1 dependent package - 9 dependent repositories - 31 thousand downloads last month - 689 stars on GitHub - 1 maintainer
scikit-uplift 0.5.1
Classic approaches of Uplift modelling in scikit-learn style in python14 versions - Latest release: almost 2 years ago - 1 dependent package - 9 dependent repositories - 31 thousand downloads last month - 689 stars on GitHub - 1 maintainer
avici 1.0.5
Amortized Inference for Causal Structure Learning6 versions - Latest release: 2 months ago - 1 dependent repositories - 62 downloads last month - 43 stars on GitHub - 1 maintainer
dibs-lib 1.3.3
DiBS: Differentiable Bayesian Structure Learning10 versions - Latest release: 6 months ago - 1 dependent repositories - 150 downloads last month - 41 stars on GitHub - 1 maintainer
normalisr 1.0.0
Normalisr Offers Robust Modelling of Associations Linearly In Single-cell RNA-seq7 versions - Latest release: over 2 years ago - 1 dependent repositories - 67 downloads last month - 17 stars on GitHub - 1 maintainer
Related Keywords
causality
36
machine-learning
23
python
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treatment-effects
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econometrics
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causal-models
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statistics
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causal-discovery
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economics
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data-science
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treatment-effect
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uplift-modeling
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causal
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inference
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regression-discontinuity-designs
5
python3
5
probabilistic-graphical-models
4
bayesian-networks
4
ab-testing
4
graph
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structure-learning
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tetrad
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explainable-ai
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causality-analysis
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counterfactual
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causal-machine-learning
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causality-algorithms
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