Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "shap" keyword

psevencore 2024.4.26
pSeven Core is an integrated toolkit for design space exploration, optimization, and predictive m...
5 versions - Latest release: 25 days ago - 114 downloads last month - 21,543 stars on GitHub - 2 maintainers
shfs 0.1.5
Feature election group of classes calculate the importance of features based on the Shap library ...
1 version - Latest release: over 2 years ago - 1 dependent repositories - 11 downloads last month - 3 stars on GitHub - 1 maintainer
shap-legacy 0.36.0
A unified approach to explain the output of any machine learning model.
1 version - Latest release: over 3 years ago - 1 dependent repositories - 16 downloads last month - 21,543 stars on GitHub - 1 maintainer
pou-shap 0.41.0
A unified approach to explain the output of any machine learning model.
1 version - Latest release: 11 months ago - 14 downloads last month - 21,543 stars on GitHub - 1 maintainer
Top 7.2% on pypi.org
shap2 0.42.0
A unified approach to explain the output of any machine learning model.
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 775 downloads last month - 21,543 stars on GitHub - 1 maintainer
pandasflow 0.10.1
A set of custom python modules for friendly workflow on pandas
50 versions - Latest release: 3 months ago - 153 downloads last month - 1 stars on GitHub - 1 maintainer
shapiq 0.0.6
SHAPley Interaction Quantification (SHAP-IQ) for Explainable AI
6 versions - Latest release: 2 months ago - 57 downloads last month - 25 stars on GitHub - 1 maintainer
xplainable 1.2.3
Real-time explainable machine learning for business optimisation
33 versions - Latest release: 26 days ago - 1 dependent package - 311 downloads last month - 11,107 stars on GitHub - 3 maintainers
zoish 5.0.4
Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature...
36 versions - Latest release: 3 months ago - 1 dependent package - 386 downloads last month - 11 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
atom-ml 6.0.1
A Python package for fast exploration of machine learning pipelines
44 versions - Latest release: 2 months ago - 3 dependent repositories - 394 downloads last month - 146 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
shap 0.45.1
A unified approach to explain the output of any machine learning model.
102 versions - Latest release: 14 days ago - 298 dependent packages - 2,655 dependent repositories - 6.88 million downloads last month - 21,543 stars on GitHub - 3 maintainers
corr-shap 0.0.2
This package is an extension of the KernelExplainer of shap package that explains the output of a...
2 versions - Latest release: 6 months ago - 61 downloads last month - 27 stars on GitHub - 1 maintainer
Top 4.4% on pypi.org
mljar-supervised 1.1.7
Automated Machine Learning for Humans
90 versions - Latest release: about 1 month ago - 11 dependent repositories - 3.48 thousand downloads last month - 2,923 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
probatus 3.1.0
Validation of regression & classifiers and data used to develop them
38 versions - Latest release: 28 days ago - 1 dependent package - 2 dependent repositories - 3.78 thousand downloads last month - 122 stars on GitHub - 5 maintainers
Top 7.6% on pypi.org
powershap 0.0.11
Feature selection using statistical significance of shap values
15 versions - Latest release: 19 days ago - 1 dependent package - 2 dependent repositories - 17.8 thousand downloads last month - 179 stars on GitHub - 2 maintainers
Top 2.1% on pypi.org
explainerdashboard 0.4.7 💰
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" mach...
92 versions - Latest release: 2 months ago - 7 dependent packages - 26 dependent repositories - 84.8 thousand downloads last month - 2,228 stars on GitHub - 1 maintainer
survshap 0.4.2
Implementation of the SurvSHAP(t) explanation method for time-dependent explainability of machine...
3 versions - Latest release: 5 months ago - 171 downloads last month - 71 stars on GitHub - 1 maintainer
xper 0.0.76
XPER (eXplainable PERformance) is a methodology designed to measure the specific contributio...
73 versions - Latest release: 5 months ago - 1 dependent repositories - 467 downloads last month - 10 stars on GitHub - 1 maintainer
shaperone 0.41.6
Shaperone is a fork of the SHAP library, fixing open issues to improve usability.
5 versions - Latest release: 12 months ago - 202 downloads last month - 21,543 stars on GitHub - 1 maintainer
nexora 0.0.3
This is an ML project in order to automate ML processes
3 versions - Latest release: about 1 year ago - 8 downloads last month - 0 stars on GitHub - 1 maintainer
tinyshap 0.1.0
Minimal implementation of approximate Kernel SHAP algorithm
9 versions - Latest release: 12 months ago - 50 downloads last month - 7 stars on GitHub - 1 maintainer
pyshapley 0.1.0
Library for computing Shapley values of coalitional games
1 version - Latest release: about 1 year ago - 16 downloads last month - 0 stars on GitHub - 1 maintainer
tic 0.2.0
TIC is a library that acts as a Toolbox for Interpretability Comparison.
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 40 downloads last month - 2 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
streamlit-shap 1.0.2
Streamlit component for SHAP
3 versions - Latest release: about 2 years ago - 1 dependent package - 11 dependent repositories - 2.2 thousand downloads last month - 62 stars on GitHub - 1 maintainer
shapsd 0.3.1
An black-box interpretation framework to explain variable influence
5 versions - Latest release: over 4 years ago - 1 dependent repositories - 18 downloads last month - 2 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
shapley 1.0.3 💰
A general purpose library to quantify the value of classifiers in an ensemble.
5 versions - Latest release: about 2 years ago - 10 dependent repositories - 905 downloads last month - 207 stars on GitHub - 1 maintainer
Top 7.0% on pypi.org
shap-hypetune 0.2.7
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boos...
10 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 1.83 thousand downloads last month - 524 stars on GitHub - 1 maintainer
orange3-shap 0.0.4
Orange3 add-on for exploring shap values.
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 17 downloads last month - 3 stars on GitHub - 1 maintainer
Top 4.2% on pypi.org
fasttreeshap 0.1.6
A fast implementation of TreeSHAP algorithm.
7 versions - Latest release: 11 months ago - 3 dependent packages - 4 dependent repositories - 38.3 thousand downloads last month - 492 stars on GitHub - 1 maintainer
fastshap 0.3.1
Fast SHAP kernel explainer
8 versions - Latest release: about 1 year ago - 1 dependent repositories - 243 downloads last month - 30 stars on GitHub - 1 maintainer
rim-interpret 0.0.5
Interpretability metrics for machine learning models
5 versions - Latest release: 9 months ago - 38 downloads last month - 0 stars on GitHub - 1 maintainer
cv19index 1.1.4
COVID-19 Vulnerability Index
8 versions - Latest release: about 4 years ago - 1 dependent repositories - 35 downloads last month - 21,311 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
shapash 2.4.3
Shapash is a Python library which aims to make machine learning interpretable and understandable ...
33 versions - Latest release: 2 months ago - 2 dependent packages - 19 dependent repositories - 7.39 thousand downloads last month - 2,648 stars on GitHub - 1 maintainer
litelearn 0.3.0
a python library for quickly building and evaluating models
18 versions - Latest release: about 1 year ago - 185 downloads last month - 21,543 stars on GitHub - 1 maintainer
fwexplainerdashboard 0.3.6 💰
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" mach...
2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 15 downloads last month - 2,228 stars on GitHub - 1 maintainer
baby-shap 0.0.6
A stripped and opiniated version of Scott Lundberg's SHAP (SHapley Additive exPlanations)
6 versions - Latest release: over 1 year ago - 41 downloads last month - 0 stars on GitHub - 1 maintainer
timeshap 1.0.4
KernelSHAP adaptation for recurrent models.
6 versions - Latest release: 8 months ago - 1 dependent repositories - 252 downloads last month - 139 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 20 interpretability 14 explainability 14 shapley 11 deep-learning 9 data-science 8 gradient-boosting 8 xai 7 explainable-ai 6 machine learning 6 python 6 xgboost 4 lightgbm 4 scikit-learn 4 lime 3 random-forest 3 xai-library 3 model-predictions 3 explainable-ml 3 automl 3 feature-selection 3 visualization 2 interactive-dashboards 2 inner-workings 2 feature-engineering 2 shapley-value 2 explainer 2 data-scientists 2 feature importances 2 dash 2 statistics 2 dashboard 2 interactive-plots 2 hyperparameter-optimization 2 permutation-importances 2 modelling 2 ensemble 2 plotly 2 shap-values 2 data-analysis 2 feature selection 2 catboost 2 rim 1 shapash 1 ethical-artificial-intelligence 1 transparency 1 brier-scores 1 biostatistics 1 TimeShap 1 shapley-values 1 rnn 1 neural network 1 extra trees 1 linear model 1 features selection 1 features engineering 1 automated-machine-learning 1 automatic-machine-learning 1 decision-tree 1 hyper-parameters 1 models-tuning 1 neural-network 1 tuning-algorithm 1 binary-classifiers 1 feature-elimination 1 multi-class-classification 1 recursive-feature-elimination 1 regressors 1 tree-model 1 optuna 1 ml 1 python-package 1 shapely 1 shapley value 1 coalitional games 1 game theory 1 tic 1 complexity-faithfulness-graph 1 streamlit 1 streamlit-component 1 pattern-mining 1 fairness 1 expert-system 1 explanability 1 voting-classifier 1 classifier 1 deeplearning 1 game-theory 1 cooperative-game 1 ensemble-learning 1 game-theory-toolbox 1 owen 1 random-forest-classifier 1 voting-game 1 censored 1 cox-model 1 permutation feature importance 1 cox-regression 1 cph 1 omics 1