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pypi.org "explainable-ai" keyword

View the packages on the pypi.org package registry that are tagged with the "explainable-ai" keyword.

Top 1.1% on pypi.org
interpret 0.7.3
Fit interpretable models. Explain blackbox machine learning.
67 versions - Latest release: 26 days ago - 24 dependent packages - 95 dependent repositories - 262 thousand downloads last month - 5,979 stars on GitHub - 1 maintainer
pyceterisparibus 0.5.1
Ceteris Paribus python package
5 versions - Latest release: over 6 years ago - 1 dependent repositories - 162 downloads last month - 26 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
grad-cam 1.5.5
Many Class Activation Map methods implemented in Pytorch for classification, segmentation, object...
33 versions - Latest release: 7 months ago - 12 dependent packages - 80 dependent repositories - 57.8 thousand downloads last month - 9,630 stars on GitHub - 2 maintainers
Top 1.3% on pypi.org
interpret-core 0.7.3
Fit interpretable models. Explain blackbox machine learning.
46 versions - Latest release: 26 days ago - 5 dependent packages - 115 dependent repositories - 449 thousand downloads last month - 6,269 stars on GitHub - 1 maintainer
torchxai-tools 1.0.3
TorchXAI is a PyTorch-based toolkit designed for evaluating machine learning models using explain...
2 versions - Latest release: about 1 month ago - 3 stars on GitHub - 1 maintainer
eazyml-xai 0.0.90
eazyml-xai provides APIs for explainable AI (XAI), offering human-readable explanations, feature ...
74 versions - Latest release: 6 months ago - 186 downloads last month - 0 stars on GitHub - 1 maintainer
Top 3.2% on pypi.org
imodels 2.0.3
Implementations of various interpretable models
54 versions - Latest release: 2 months ago - 7 dependent packages - 4 dependent repositories - 27.7 thousand downloads last month - 1,508 stars on GitHub - 1 maintainer
bias-lens 0.1.1
A library for bias detection and explainable AI methods in NLP models.
8 versions - Latest release: 9 months ago - 44 downloads last month - 0 stars on GitHub - 1 maintainer
torchprism 2.0.0
Principal Image Sections Mapping for PyTorch
4 versions - Latest release: about 3 years ago - 1 dependent repositories - 31 downloads last month - 46 stars on GitHub - 1 maintainer
teex 1.1.3
A Toolbox for the Evaluation of Explanations
10 versions - Latest release: over 2 years ago - 1 dependent repositories - 37 downloads last month - 15 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
dice-ml 0.7.2
Generate Diverse Counterfactual Explanations for any machine learning model.
13 versions - Latest release: about 4 years ago - 5 dependent packages - 26 dependent repositories - 49 thousand downloads last month - 1,446 stars on GitHub - 2 maintainers
locking-activations 0.1.0
Locking activations via k-sparse autoencoders.
1 version - Latest release: about 1 year ago - 7 downloads last month - 1 maintainer
Top 6.2% on pypi.org
xai 0.1.0
XAI - An industry-ready machine learning library that ensures explainable AI by design
5 versions - Latest release: about 4 years ago - 24 dependent repositories - 26.6 thousand downloads last month - 1,197 stars on GitHub - 1 maintainer
aucmedi 0.11.0
AUCMEDI - a framework for Automated Classification of Medical Images
16 versions - Latest release: 4 months ago - 2 dependent repositories - 369 downloads last month - 41 stars on GitHub - 1 maintainer
craft-xai 0.0.3
Automatic Concept Extraction with CRAFT
3 versions - Latest release: over 2 years ago - 58 downloads last month - 688 stars on GitHub - 2 maintainers
xfin-xai 0.1.2
Privacy-Preserving Explainable AI Library for Financial Services and Banking Systems
3 versions - Latest release: about 2 months ago - 33 downloads last month - 2 stars on GitHub - 1 maintainer
tsinterpret 0.4.7
todo
35 versions - Latest release: 12 months ago - 166 downloads last month - 133 stars on GitHub - 1 maintainer
antakia 0.4.6
AI made Xplainable
36 versions - Latest release: over 1 year ago - 622 downloads last month - 13 stars on GitHub - 2 maintainers
seraa 0.2.0
Stochastic Emergent Reasoning Alignment Architecture - Ethical AI Framework with PAC evaluation a...
3 versions - Latest release: 4 days ago - 64 downloads last month - 1 maintainer
retrivex 0.1.0
Retrieval Models Explainability Toolkit. Explain embedding similarity prediction.
1 version - Latest release: about 1 month ago - 59 downloads last month - 1 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
pandas-summary 0.2.0
An extension to pandas describe function.
7 versions - Latest release: almost 4 years ago - 4 dependent packages - 137 dependent repositories - 104 thousand downloads last month - 520 stars on GitHub - 2 maintainers
viewai 1.0.0 removed
xAI is an open-source package to explain blackbox systems.
2 versions - Latest release: over 1 year ago - 448 downloads last month - 0 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
lofo-importance 0.3.5
Leave One Feature Out Importance
15 versions - Latest release: 9 months ago - 2 dependent packages - 9 dependent repositories - 1.3 thousand downloads last month - 838 stars on GitHub - 1 maintainer
biaslyze 0.1.0
The NLP Bias Identification Toolkit
9 versions - Latest release: about 2 years ago - 94 downloads last month - 37 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
quantus 0.6.0
A metrics toolkit to evaluate neural network explanations.
28 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 1.47 thousand downloads last month - 621 stars on GitHub - 1 maintainer
araucanaxai 0.9.4
A novel approach for generating explanations of the predictions of a generic ML model
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 117 downloads last month - 5 stars on GitHub - 1 maintainer
cluster-shapley 0.1.6
Explaining dimensionality reduction using SHAP values
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 28 downloads last month - 54 stars on GitHub - 1 maintainer
daam 0.2.0
What the DAAM: Interpreting Stable Diffusion Using Cross Attention.
17 versions - Latest release: almost 2 years ago - 1 dependent repositories - 259 downloads last month - 773 stars on GitHub - 1 maintainer
xaisuite 2.9.2
XAISuite: Training and Explanation Generation Utilities for Machine Learning Models
72 versions - Latest release: about 2 years ago - 424 downloads last month - 7 stars on GitHub - 1 maintainer
aprile 0.1.0
Adverse Polypharmacy Reaction Intelligent Learner and Explainer (APRILE) -- An explainable machin...
1 version - Latest release: about 4 years ago - 1 dependent repositories - 32 downloads last month - 7 stars on GitHub - 1 maintainer
automl-self-improvement 1.0.1
Autonomous AI model optimization framework with meta-learning and hybrid tuning
3 versions - Latest release: about 2 months ago - 35 downloads last month - 1 stars on GitHub - 1 maintainer
pyagrum-nightly 2.3.0.9.dev202511021761586496
Bayesian networks and other Probabilistic Graphical Models.
1,890 versions - Latest release: 7 days ago - 1 dependent repositories - 78.6 thousand downloads last month - 33 stars on gitlab.com - 1 maintainer
gam 1.3.0
Global Explanations for Deep Neural Networks
6 versions - Latest release: about 4 years ago - 1 dependent repositories - 291 downloads last month - 34 stars on GitHub - 4 maintainers
influenciae 0.3.0
A Tensorflow Toolbox for Influence Functions
5 versions - Latest release: over 1 year ago - 1 dependent repositories - 84 downloads last month - 64 stars on GitHub - 4 maintainers
xgen-time-series 0.1.1
An eXplainable framework for Generative Time Series in Python
1 version - Latest release: over 2 years ago - 4 downloads last month - 48 stars on GitHub - 1 maintainer
Top 4.2% on pypi.org
aix360 0.3.0
AI Explainability 360 v0.3.0
4 versions - Latest release: over 2 years ago - 53 dependent repositories - 2.42 thousand downloads last month - 1,741 stars on GitHub - 1 maintainer
pyreal 0.4.10
Library for evaluating and deploying human readable machine learning explanations.
18 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 608 downloads last month - 23 stars on GitHub - 3 maintainers
ciu-py 1.0.7
Python documentation generator
9 versions - Latest release: almost 3 years ago - 5 downloads last month - 28 stars on GitHub - 1 maintainer
pytorch-sidu 1.1.3
SIDU: SImilarity Difference and Uniqueness method for explainable AI
18 versions - Latest release: over 1 year ago - 67 downloads last month - 46 stars on GitHub - 1 maintainer
eai-sparsify 1.2.2
Sparsify transformers with SAEs and transcoders
9 versions - Latest release: about 1 month ago - 2.03 thousand downloads last month - 1 maintainer
cpath 0.0.1
Explainable AI with counterfactual paths
2 versions - Latest release: over 2 years ago - 17 downloads last month - 2 stars on GitHub - 1 maintainer
obliquetree 1.0.4
Traditional and Oblique Decision Tree
5 versions - Latest release: 8 days ago - 160 downloads last month - 21 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
transformers-interpret 0.10.0
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model i...
36 versions - Latest release: over 2 years ago - 1 dependent package - 11 dependent repositories - 21.7 thousand downloads last month - 1,372 stars on GitHub - 1 maintainer
explainpolysvm 1.0.0
Module for Global and Local explanations and feature selection for Support Vector Machines traine...
3 versions - Latest release: 6 months ago - 13 downloads last month - 3 stars on GitHub - 1 maintainer
explainableai 0.1.9 💰
A comprehensive package for Explainable AI and model interpretation
11 versions - Latest release: about 1 year ago - 48 downloads last month - 27 stars on GitHub - 1 maintainer
volsense 1.0.0
Explainable volatility forecasting and signal intelligence framework
1 version - Latest release: 9 days ago - 1 maintainer
smace 0.0
Semi-Model-Agnostic Contextual Explainer library
1 version - Latest release: about 3 years ago - 9 downloads last month - 10 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
erroranalysis 0.5.5
Core error analysis APIs
61 versions - Latest release: 10 months ago - 2 dependent packages - 8 dependent repositories - 29.9 thousand downloads last month - 1,623 stars on GitHub - 1 maintainer
shapiq 1.4.0
Shapley Interactions for Machine Learning
18 versions - Latest release: 9 days ago - 10.8 thousand downloads last month - 622 stars on GitHub - 2 maintainers
shaprpy 0.3.0
Python wrapper for the R package shapr (via rpy2)
1 version - Latest release: 2 months ago - 42 downloads last month - 170 stars on GitHub - 1 maintainer
topsearch 0.0.3
A Python package for topographical analysis of machine learning models and physical systems
3 versions - Latest release: over 1 year ago - 21 downloads last month - 18 stars on GitHub - 1 maintainer
fat-forensics 0.1.2
A Python Toolbox for Algorithmic Fairness, Accountability and Transparency
5 versions - Latest release: about 3 years ago - 4 dependent repositories - 185 downloads last month - 77 stars on GitHub - 1 maintainer
treemind 0.2.0
feature and feature interaction analyzer for gradient boosting
4 versions - Latest release: 4 months ago - 65 downloads last month - 36 stars on GitHub - 1 maintainer
minotor 0.0.2
Easy to use plug and play ML monitoring tool.
2 versions - Latest release: over 5 years ago - 1 dependent repositories - 13 downloads last month - 21 stars on GitHub - 2 maintainers
ruleopt 1.1.4
Optimization-Based Rule Learning for Classification
14 versions - Latest release: about 1 month ago - 1.95 thousand downloads last month - 48 stars on GitHub - 1 maintainer
aplr 10.18.1 💰
Automatic Piecewise Linear Regression
136 versions - Latest release: 10 days ago - 1 dependent repositories - 113 thousand downloads last month - 21 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: over 2 years ago - 3 dependent packages - 4 dependent repositories - 34.1 thousand downloads last month - 541 stars on GitHub - 1 maintainer
neuroxai 0.0.1
NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importan...
5 versions - Latest release: 11 months ago - 27 downloads last month - 33 stars on GitHub - 1 maintainer
relseg 0.1.0
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks...
1 version - Latest release: 7 months ago - 6 downloads last month - 220 stars on GitHub - 1 maintainer
ecgxai 0.1.1
Neatly packaged AI methods for ECG analysis
2 versions - Latest release: over 3 years ago - 41 downloads last month - 83 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: over 3 years ago - 10 dependent repositories - 650 downloads last month - 221 stars on GitHub - 1 maintainer
xrf 0.1.1
ExPLAINABLE rANDOM fORESTS (xrf)
2 versions - Latest release: 11 months ago - 16 downloads last month - 3 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
nlp-feature-extractors 0.1.0
NLP Feature Extractors
4 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 58 downloads last month - 1,241 stars on GitHub - 2 maintainers
eai-delphi 0.1.1
Automated Interpretability
3 versions - Latest release: 2 months ago - 67 downloads last month - 1 maintainer
mlxplain 1.0.4
An open platform for accelerating the development of eXplainable AI systems
6 versions - Latest release: about 1 year ago - 21 downloads last month - 5 stars on GitHub - 5 maintainers
xaitk-saliency 0.14.1
Visual saliency map generation interfaces and baseline implementations for explainable AI.
20 versions - Latest release: 2 months ago - 3.33 thousand downloads last month - 97 stars on GitHub - 3 maintainers
hroch 1.4.12
Symbolic regression and classification
28 versions - Latest release: about 1 year ago - 1 dependent repositories - 202 downloads last month - 18 stars on GitHub - 1 maintainer
shapsd 0.3.1
An black-box interpretation framework to explain variable influence
5 versions - Latest release: almost 6 years ago - 1 dependent repositories - 26 downloads last month - 2 stars on GitHub - 1 maintainer
path-explain 0.0.7
A package for explaining attributions and interactions in deep neural networks
7 versions - Latest release: about 4 years ago - 1 dependent package - 1 dependent repositories - 286 downloads last month - 188 stars on GitHub - 2 maintainers
phepy 0.1.0
Intuitive evaluation of out-of-distribution detectors using simple toy examples.
2 versions - Latest release: over 2 years ago - 17 downloads last month - 1 stars on GitHub - 1 maintainer
cle-sh 0.1.0
CLE-SH: Comprehensive Literal Explanation package for SHapley values by statistical validity (arX...
1 version - Latest release: 3 months ago - 16 downloads last month - 4 stars on GitHub - 1 maintainer
metapredictor 0.0.0
A Human-Centered Evaluation Framework for Explainability Methods
1 version - Latest release: almost 3 years ago - 10 downloads last month - 4 stars on GitHub - 1 maintainer
revelionn 1.0.2
Retrospective Extraction of Visual and Logical Insights for Ontology-based interpretation of Neur...
3 versions - Latest release: about 2 years ago - 19 downloads last month - 6 stars on GitHub - 1 maintainer
py-ciu 0.5.0
Python implementation of the Contextual Importance and Utility (CIU) explainable AI method
16 versions - Latest release: almost 2 years ago - 1 dependent repositories - 124 downloads last month - 28 stars on GitHub - 3 maintainers
glocalx 0.0.9
Generating global explanations from local ones.
8 versions - Latest release: over 2 years ago - 52 downloads last month - 11 stars on GitHub - 1 maintainer
protree 0.1.1
Protree is a set of utilities for prototype selection in tree-based models and usage of prototyp...
3 versions - Latest release: about 1 year ago - 22 downloads last month - 1 stars on GitHub - 1 maintainer
xi-method 0.1.7
Post hoc explanations for ML models through measures of statistical dependence
7 versions - Latest release: about 2 years ago - 25 downloads last month - 5 stars on GitHub - 2 maintainers
Top 2.6% on pypi.org
dalex 1.7.2 💰
Responsible Machine Learning in Python
28 versions - Latest release: 9 months ago - 3 dependent packages - 13 dependent repositories - 33.7 thousand downloads last month - 1,445 stars on GitHub - 2 maintainers
openvino-xai 1.1.0
OpenVINOâ„¢ Explainable AI (XAI) Toolkit: Visual Explanation for OpenVINO Models
4 versions - Latest release: about 1 year ago - 873 downloads last month - 19 stars on GitHub - 1 maintainer
visualime 0.1.0
Implementation of LIME focused on producing user-centric local explanations for image classifiers.
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 19 downloads last month - 6 stars on GitHub - 1 maintainer
acd 0.0.2
Hierarchical interpretatations and contextual decomposition in pytorch
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 82 downloads last month - 129 stars on GitHub - 1 maintainer
cinnamon 0.2.1
A monitoring tool for machine learning systems that focus on data drift
4 versions - Latest release: almost 3 years ago - 4 dependent repositories - 60 downloads last month - 77 stars on GitHub - 1 maintainer
fractal-attention-analysis 0.1.0
Fractal-Attention Analysis (FAA) Framework for LLM Interpretability using Golden Ratio Transforma...
1 version - Latest release: 15 days ago
clustviz 0.0.6b0
A 2D clustering algorithms visualization package
1 version - Latest release: almost 5 years ago - 1 dependent repositories - 46 downloads last month - 24 stars on GitHub - 1 maintainer
karys-crazy-test 0.5.0
Python implementation of the Contextual Importance and Utility (CIU) explainable AI method
1 version - Latest release: almost 2 years ago - 4 downloads last month - 28 stars on GitHub - 1 maintainer
whitebox-sdk 0.0.20
Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely wi...
8 versions - Latest release: over 2 years ago - 32 downloads last month - 183 stars on GitHub - 1 maintainer
plsexplain 0.2.0
Create an explainable AI dashboard for your machine learning model.
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 22 downloads last month - 3 stars on GitHub - 1 maintainer
contrastive-xai 0.1.1
Contrastive Explainable AI Algorithms
2 versions - Latest release: over 2 years ago - 23 downloads last month - 0 stars on GitHub - 1 maintainer
fgclustering 2.0.2
Forest-Guided Clustering - Explainability method for Random Forest models.
15 versions - Latest release: 3 months ago - 1 dependent repositories - 299 downloads last month - 31 stars on GitHub - 3 maintainers
pytorch-concepts 0.0.12
Concept-Based Deep Learning Library for PyTorch.
1 version - Latest release: about 1 month ago - 130 downloads last month - 15 stars on GitHub - 1 maintainer
Top 6.9% on pypi.org
pyagrum 2.3.0
Bayesian networks and other Probabilistic Graphical Models.
105 versions - Latest release: 13 days ago - 6 dependent repositories - 14.6 thousand downloads last month - 29 stars on gitlab.com - 2 maintainers
pylore 0.0.2
LOcal Rule-based Explanations
1 version - Latest release: over 3 years ago - 1 dependent repositories - 19 downloads last month - 2 stars on GitHub - 1 maintainer
trustee 1.1.6
This package implements the Trustee framework to extract decision tree explanation from black-box...
9 versions - Latest release: over 1 year ago - 1 dependent repositories - 99 downloads last month - 32 stars on GitHub - 1 maintainer
cfnet 0.0.12
A counterfactual explanation library using Jax
12 versions - Latest release: almost 3 years ago - 79 downloads last month - 2 stars on GitHub - 1 maintainer
edamame 0.0.9
Exploratory data analysis tools
59 versions - Latest release: almost 3 years ago - 171 downloads last month - 4 stars on GitHub - 1 maintainer
atgfe 0.2.60
Automated Transparent Genetic Feature Engineering or ATgfe
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 51 downloads last month - 22 stars on GitHub - 1 maintainer
ptame 1.0.2
Explain Any Image Classifier with Trained Perturbations
3 versions - Latest release: 6 months ago - 20 downloads last month - 0 stars on GitHub - 1 maintainer
cfnow 0.0.6
Generate counterfactuals with ease. This package takes a model and point (with a certain class) a...
6 versions - Latest release: about 2 years ago - 46 downloads last month - 11 stars on GitHub - 1 maintainer
cfai 0.1.0
The package for counterfactual explanations on Pytorch platform
1 version - Latest release: over 4 years ago - 1 dependent repositories - 11 downloads last month - 50 stars on GitHub - 1 maintainer
py-ai-trust 0.1.0
A comprehensive Python library for building trustworthy and responsible AI systems, focusing on f...
1 version - Latest release: 5 months ago - 15 downloads last month - 1 maintainer
Related Keywords
machine-learning 105 xai 68 interpretability 61 explainable-ml 58 python 49 explainability 43 deep-learning 42 pytorch 35 data-science 30 ai 24 interpretable-machine-learning 22 interpretable-ai 18 artificial-intelligence 18 fairness 17 ml 17 visualization 16 tensorflow 14 interpretable-ml 14 responsible-ai 14 machine learning 13 xai-library 12 shap 11 data-visualization 11 explainable-artificial-intelligence 11 fairness-ai 11 data-analysis 11 machinelearning 11 scikit-learn 10 mlops 10 nlp 10 computer-vision 10 jupyter 10 fairness-ml 10 XAI 9 transformers 9 counterfactual-explanations 9 error-analysis 8 widgets 8 widget 8 reinforcement-learning 8 ui 8 time-series 7 causality 7 bias 7 feature-importance 7 statistics 7 neural-networks 6 explanation 6 classification 6 transparency 6 counterfactuals 6 random-forest 6 Explainable AI 6 huggingface 6 explainable ai 6 counterfactual 5 automl 5 machine-learning-library 5 lime 5 monitoring 5 iml 5 lrp 5 causal-inference 5 neural-network 5 saliency 5 natural-language-processing 4 explainable 4 pandas 4 genetic-algorithm 4 benchmark 4 recourse 4 gradcam 4 kubernetes 4 AI 4 feature-attribution 4 python3 4 equation-discovery 4 deep-neural-networks 4 Explainable Artificial Intelligence 4 model-explainability 4 transformer 4 deeplearning 4 symbolic-regression 4 shapley 4 grad-cam 4 explainable-machine-learning 4 trustworthy-ai 4 deep learning 4 gradient-boosting 4 blackbox 4 nlp-machine-learning 3 explanations 3 generative-ai 3 local-explanations 3 Explainable 3 interpretation 3 tracking 3 spark 3 plotly 3 pandas-summary 3