Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "causality" keyword
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 - 2 maintainers
copent 0.5.1
Estimating Copula Entropy and Transfer Entropy12 versions - Latest release: 3 months ago - 1 dependent repositories - 138 downloads last month - 134 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 - 2 maintainers
Top 2.8% on pypi.org
23 versions - Latest release: 3 months ago - 4 dependent packages - 14 dependent repositories - 32.9 thousand downloads last month - 876 stars on GitHub - 2 maintainers
causal-learn 0.1.3.8
causal-learn Python Package23 versions - Latest release: 3 months ago - 4 dependent packages - 14 dependent repositories - 32.9 thousand downloads last month - 876 stars on GitHub - 2 maintainers
causalegm 0.3.3
CausalEGM: a general causal inference framework by encoding generative modeling15 versions - Latest release: about 1 year ago - 138 downloads last month - 52 stars on GitHub - 1 maintainer
Top 6.1% on pypi.org
14 versions - Latest release: 7 months ago - 3 dependent repositories - 2.12 thousand downloads last month - 664 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 - 2.12 thousand downloads last month - 664 stars on GitHub - 2 maintainers
Top 2.4% on pypi.org
27 versions - Latest release: 6 months ago - 5 dependent packages - 107 dependent repositories - 41 thousand downloads last month - 1,087 stars on GitHub - 1 maintainer
eliot 1.15.0
Logging library that tells you why it happened27 versions - Latest release: 6 months ago - 5 dependent packages - 107 dependent repositories - 41 thousand downloads last month - 1,087 stars on GitHub - 1 maintainer
Top 7.1% on pypi.org
11 versions - Latest release: over 2 years ago - 10 dependent repositories - 192 downloads last month - 1,050 stars on GitHub - 1 maintainer
causality 0.0.10
Tools for causal inference11 versions - Latest release: over 2 years ago - 10 dependent repositories - 192 downloads last month - 1,050 stars on GitHub - 1 maintainer
causalmodels 0.4.0
Causal models in Python18 versions - Latest release: almost 8 years ago - 2 dependent repositories - 57.4 thousand downloads last month - 2 stars on GitHub - 2 maintainers
pyagrum-nightly 1.13.2.dev202405081715084036
Bayesian networks and other Probabilistic Graphical Models.1,427 versions - Latest release: 4 days ago - 1 dependent repositories - 60.8 thousand downloads last month - 28 stars on GitLab.com - 1 maintainer
Top 6.9% on pypi.org
89 versions - Latest release: 3 days ago - 6 dependent repositories - 12.7 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: 3 days ago - 6 dependent repositories - 12.7 thousand downloads last month - 28 stars on GitLab.com - 2 maintainers
causy 0.0.37
Causal discovery made easy.27 versions - Latest release: 18 days ago - 366 downloads last month - 17 stars on GitHub - 1 maintainer
causal-playground 0.1.1
Interactively generating causal data from structural causal models.2 versions - Latest release: about 1 month ago - 29 downloads last month - 5 stars on GitHub - 2 maintainers
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 - 2 maintainers
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 - 2 maintainers
Top 5.7% on pypi.org
23 versions - Latest release: 3 months ago - 8 dependent repositories - 2.73 thousand downloads last month - 344 stars on GitHub - 2 maintainers
lingam 1.8.3
LiNGAM Python Package23 versions - Latest release: 3 months ago - 8 dependent repositories - 2.73 thousand downloads last month - 344 stars on GitHub - 2 maintainers
causal-ccm 0.4.0
implementation of convergent cross mapping by Sugihara et al (2012)7 versions - Latest release: 10 months ago - 1 dependent repositories - 118 downloads last month - 33 stars on GitHub - 2 maintainers
babino2020masks 0.0.8
Code used in https://arxiv.org/abs/2006.055328 versions - Latest release: about 3 years ago - 1 dependent repositories - 80 downloads last month - 2 stars on GitHub - 2 maintainers
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 - 2 maintainers
Top 1.3% on pypi.org
25 versions - Latest release: 2 months ago - 24 dependent packages - 127 dependent repositories - 49.7 thousand downloads last month - 2,606 stars on GitHub - 1 maintainer
pgmpy 0.1.25
A library for Probabilistic Graphical Models25 versions - Latest release: 2 months ago - 24 dependent packages - 127 dependent repositories - 49.7 thousand downloads last month - 2,606 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 - 2 maintainers
Top 1.8% on pypi.org
15 versions - Latest release: 5 months ago - 4 dependent packages - 43 dependent repositories - 48.5 thousand downloads last month - 6,437 stars on GitHub - 3 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 - 48.5 thousand downloads last month - 6,437 stars on GitHub - 3 maintainers
toybox-envs 0.2.0
OpenAI Gym API for interacting with Toybox RL environments.2 versions - Latest release: over 4 years ago - 1 dependent repositories - 34 downloads last month - 27 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
32 versions - Latest release: 3 months ago - 4 dependent packages - 60 dependent repositories - 158 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 - 4 dependent packages - 60 dependent repositories - 158 thousand downloads last month - 3,545 stars on GitHub - 2 maintainers
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 - 2 maintainers
grn-thresholding 0.0.1
A collection of thesholding methods for GRNs1 version - Latest release: about 1 year ago - 14 downloads last month - 1 stars on GitHub - 2 maintainers
chmp 21.8.1
Support code for machine learning / data science experiments4 versions - Latest release: over 2 years ago - 1 dependent repositories - 34 downloads last month - 6 stars on GitHub - 1 maintainer
causaleffect 0.0.2
Computing causal effects2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 31 downloads last month - 30 stars on GitHub - 2 maintainers
causalnlp 0.7.0
CausalNLP: A Practical Toolkit for Causal Inference with Text15 versions - Latest release: almost 2 years ago - 1 dependent repositories - 105 downloads last month - 128 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 - 2 maintainers
pypcalg 1.0.3
A Python implementation of the original PC algorithm.4 versions - Latest release: over 2 years ago - 1 dependent repositories - 48 downloads last month - 3 stars on GitHub - 2 maintainers
pywhy-graphs 0.1.0
Causal Graphs for Python1 version - Latest release: 10 months ago - 1 dependent repositories - 41 downloads last month - 38 stars on GitHub - 2 maintainers
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 - 2 maintainers
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 - 2 maintainers
stadion 1.0.1
Causal Modeling with Stationary Diffusions2 versions - Latest release: 19 days ago - 112 downloads last month - 3 stars on GitHub - 2 maintainers
azcausal 0.2.2
Casual Inference4 versions - Latest release: about 1 month ago - 24 downloads last month - 31 stars on GitHub - 2 maintainers
Top 4.5% on pypi.org
2 versions - Latest release: over 5 years ago - 1 dependent package - 22 dependent repositories - 9.09 thousand downloads last month - 235 stars on GitHub - 2 maintainers
causalgraphicalmodels 0.0.4
Causality Graphical Models in Python2 versions - Latest release: over 5 years ago - 1 dependent package - 22 dependent repositories - 9.09 thousand downloads last month - 235 stars on GitHub - 2 maintainers
toybox_cffi 0.1.0
The Machine Learning Toybox for testing the behavior of autonomous agents.1 version - Latest release: over 4 years ago - 28 downloads last month - 27 stars on GitHub - 2 maintainers
causal-world 1.2
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning1 version - Latest release: over 3 years ago - 1 dependent repositories - 49 downloads last month - 199 stars on GitHub - 2 maintainers
Top 9.1% on pypi.org
19 versions - Latest release: over 2 years ago - 2 dependent repositories - 710 downloads last month - 155 stars on GitHub - 2 maintainers
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 - 710 downloads last month - 155 stars on GitHub - 2 maintainers
time-robust-forest 0.1.14
Explores time information to train a robust random forest15 versions - Latest release: almost 2 years ago - 1 dependent repositories - 96 downloads last month - 14 stars on GitHub - 2 maintainers
toybox-api 0.2.0
Core API for interacting with Toybox RL environments.2 versions - Latest release: over 4 years ago - 1 dependent repositories - 32 downloads last month - 27 stars on GitHub - 1 maintainer
cynet 2.0.4
Learning Point Processes Using Deep Granger Nets135 versions - Latest release: 3 months ago - 1 dependent repositories - 304 downloads last month - 49 stars on GitHub - 4 maintainers
Top 3.4% on pypi.org
37 versions - Latest release: over 1 year ago - 2 dependent packages - 21 dependent repositories - 5.61 thousand downloads last month - 1,007 stars on GitHub - 2 maintainers
cdt 0.6.0
A Toolbox for causal graph inference37 versions - Latest release: over 1 year ago - 2 dependent packages - 21 dependent repositories - 5.61 thousand downloads last month - 1,007 stars on GitHub - 2 maintainers
ctoybox 0.5.0
Package containing Rust Toybox games.8 versions - Latest release: about 3 years ago - 2 dependent repositories - 65 downloads last month - 5 stars on GitHub - 1 maintainer
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 - 2 maintainers
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 - 2 maintainers
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 - 2 maintainers
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 - 2 maintainers
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 - 2 maintainers
tefs 0.3.2
Causal feature selection for time series data using transfer entropy3 versions - Latest release: 25 days ago - 523 downloads last month - 0 stars on GitHub - 3 maintainers
pycid 0.8.2
Causal Influence Diagram library14 versions - Latest release: 8 months ago - 1 dependent repositories - 98 downloads last month - 85 stars on GitHub - 2 maintainers
causaldisco 0.2.0
Baseline algorithms and analytics tools for Causal Discovery.2 versions - Latest release: 10 months ago - 27 downloads last month - 14 stars on GitHub - 2 maintainers
msapy 1.7.1
Multi-perturbation Shapley value Analysis (MSA)16 versions - Latest release: about 2 months ago - 1 dependent repositories - 136 downloads last month - 13 stars on GitHub - 2 maintainers
cdci-causality 0.0.2
CDCI - Causality2 versions - Latest release: almost 2 years ago - 22 downloads last month - 3 stars on GitHub - 2 maintainers
guangbeat 1.0
BEAT1 version - Latest release: over 1 year ago - 14 downloads last month - 3,533 stars on GitHub - 2 maintainers
lzbeat 0.13.1
This package contains several methods for calculating Conditional Average Treatment Effects1 version - Latest release: over 1 year ago - 14 downloads last month - 3,533 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 - 13 downloads last month - 3,533 stars on GitHub - 2 maintainers
nonlincausality 2.0.2
Python package for Granger causality test with nonlinear (neural networks) forecasting methods.15 versions - Latest release: 2 months ago - 1 dependent repositories - 52 downloads last month - 55 stars on GitHub - 1 maintainer
causalgraph 0.1.1
A python package for modeling, persisting and visualizing causal graphs embedded in knowledge gra...7 versions - Latest release: 5 months ago - 54 downloads last month - 40 stars on GitHub - 2 maintainers
utlvce 0.1.1
Python implementation of the UT-LVCE algorithms from the 2022 paper "Perturbations and Causality ...4 versions - Latest release: about 2 years ago - 1 dependent repositories - 14 downloads last month - 3 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: almost 3 years ago - 1 dependent repositories - 34 downloads last month - 16 stars on GitHub - 1 maintainer
ylearn 0.2.0
A python package for causal inference13 versions - Latest release: over 1 year ago - 109 downloads last month - 373 stars on GitHub - 1 maintainer
gadjid 0.0.1
Adjustment Identification Distance: A 𝚐𝚊𝚍𝚓𝚒𝚍 for Causal Structure Learning3 versions - Latest release: 3 months ago - 110 downloads last month - 8 stars on GitHub - 2 maintainers
Top 3.8% on pypi.org
14 versions - Latest release: over 1 year ago - 1 dependent package - 9 dependent repositories - 30.1 thousand downloads last month - 683 stars on GitHub - 1 maintainer
scikit-uplift 0.5.1
Classic approaches of Uplift modelling in scikit-learn style in python14 versions - Latest release: over 1 year ago - 1 dependent package - 9 dependent repositories - 30.1 thousand downloads last month - 683 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
24 versions - Latest release: almost 5 years ago - 12 dependent repositories - 372 downloads last month - 353 stars on GitHub - 1 maintainer
pyphi 1.2.0 💰
Python library for computing integrated information.24 versions - Latest release: almost 5 years ago - 12 dependent repositories - 372 downloads last month - 353 stars on GitHub - 1 maintainer
pyphinb 2.9.4 💰
Python library for computing integrated information.15 versions - Latest release: over 4 years ago - 1 dependent repositories - 22 downloads last month - 351 stars on GitHub - 1 maintainer
avici 1.0.5
Amortized Inference for Causal Structure Learning6 versions - Latest release: 2 months ago - 1 dependent repositories - 64 downloads last month - 43 stars on GitHub - 1 maintainer
Related Keywords
causal-inference
36
machine-learning
20
python
17
econometrics
13
treatment-effects
12
causal-models
10
treatment-effect
9
inference
9
causal-discovery
9
economics
9
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7
statistics
7
python3
6
explainable-ai
6
causality-analysis
5
causation
5
reinforcement-learning
5
graph
4
uplift
4
uplift-modeling
4
data-science
4
structure
3
time-series
3
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3
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3
xai
3
bayesian-networks
3
probabilistic-graphical-models
3
tetrad
3
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3
machine-learning-algorithms
3
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3
structural-learning
2
pc-algorithm
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pytorch
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statistical-learning
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2
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