pypi.org "interpretability" keyword
View the packages on the pypi.org package registry that are tagged with the "interpretability" keyword.
Top 3.7% on pypi.org
20 versions - Latest release: 4 months ago - 2 dependent packages - 6 dependent repositories - 7.7 thousand downloads last month - 3,538 stars on GitHub - 6 maintainers
lit-nlp 1.3.1
π₯LIT: The Learning Interpretability Tool20 versions - Latest release: 4 months ago - 2 dependent packages - 6 dependent repositories - 7.7 thousand downloads last month - 3,538 stars on GitHub - 6 maintainers
effector 0.1.6
An eXplainable AI package for tabular data.42 versions - Latest release: 5 days ago - 1.44 thousand downloads last month - 84 stars on GitHub
Top 1.4% on pypi.org
33 versions - Latest release: 12 days ago - 12 dependent packages - 80 dependent repositories - 33.9 thousand downloads last month - 9,630 stars on GitHub - 2 maintainers
grad-cam 1.5.5
Many Class Activation Map methods implemented in Pytorch for classification, segmentation, object...33 versions - Latest release: 12 days ago - 12 dependent packages - 80 dependent repositories - 33.9 thousand downloads last month - 9,630 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
34 versions - Latest release: about 1 year ago - 8 dependent packages - 116 dependent repositories - 17.4 thousand downloads last month - 2,307 stars on GitHub - 4 maintainers
alibi 0.9.6
Algorithms for monitoring and explaining machine learning models34 versions - Latest release: about 1 year ago - 8 dependent packages - 116 dependent repositories - 17.4 thousand downloads last month - 2,307 stars on GitHub - 4 maintainers
diffusers-interpret 0.5.0
diffusers-interpret: model explainability for π€ Diffusers11 versions - Latest release: over 2 years ago - 1 dependent repositories - 309 downloads last month - 275 stars on GitHub - 1 maintainer
craft-xai 0.0.3
Automatic Concept Extraction with CRAFT3 versions - Latest release: over 1 year ago - 319 downloads last month - 683 stars on GitHub - 2 maintainers
Top 7.6% on pypi.org
24 versions - Latest release: 6 months ago - 2 dependent packages - 2 dependent repositories - 3.41 thousand downloads last month - 683 stars on GitHub - 2 maintainers
xplique 1.4.0
Explanations toolbox for Tensorflow 224 versions - Latest release: 6 months ago - 2 dependent packages - 2 dependent repositories - 3.41 thousand downloads last month - 683 stars on GitHub - 2 maintainers
minicons 0.3.29
A package of useful functions to analyze transformer based language models.98 versions - Latest release: about 13 hours ago - 1 dependent package - 1 dependent repositories - 4.68 thousand downloads last month - 136 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: almost 2 years ago - 59 downloads last month - 23,722 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
11 versions - Latest release: 23 days ago - 51 dependent packages - 312 dependent repositories - 291 thousand downloads last month - 4,615 stars on GitHub - 4 maintainers
captum 0.8.0
Model interpretability for PyTorch11 versions - Latest release: 23 days ago - 51 dependent packages - 312 dependent repositories - 291 thousand downloads last month - 4,615 stars on GitHub - 4 maintainers
powerlift 0.1.12
Interactive Benchmarking for Machine Learning.15 versions - Latest release: 7 months ago - 403 downloads last month - 5,831 stars on GitHub - 1 maintainer
cfai 0.1.0
The package for counterfactual explanations on Pytorch platform1 version - Latest release: about 4 years ago - 1 dependent repositories - 37 downloads last month - 46 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
4 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 303 downloads last month - 1,241 stars on GitHub - 2 maintainers
nlp-feature-extractors 0.1.0
NLP Feature Extractors4 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 303 downloads last month - 1,241 stars on GitHub - 2 maintainers
scired 1.2.1
single cell interpretable Residual Decomposition1 version - Latest release: 11 months ago - 66 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
57 versions - Latest release: 24 days ago - 24 dependent packages - 95 dependent repositories - 194 thousand downloads last month - 5,979 stars on GitHub - 1 maintainer
interpret 0.6.10
Fit interpretable models. Explain blackbox machine learning.57 versions - Latest release: 24 days ago - 24 dependent packages - 95 dependent repositories - 194 thousand downloads last month - 5,979 stars on GitHub - 1 maintainer
scanvi-explainer 0.3.1
Exapliner of scANVI using SHAP5 versions - Latest release: 7 months ago - 187 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
36 versions - Latest release: 24 days ago - 5 dependent packages - 115 dependent repositories - 384 thousand downloads last month - 6,269 stars on GitHub - 1 maintainer
interpret-core 0.6.10
Fit interpretable models. Explain blackbox machine learning.36 versions - Latest release: 24 days ago - 5 dependent packages - 115 dependent repositories - 384 thousand downloads last month - 6,269 stars on GitHub - 1 maintainer
rim-interpret 0.0.5
Interpretability metrics for machine learning models5 versions - Latest release: over 1 year ago - 156 downloads last month - 0 stars on GitHub - 1 maintainer
treeprompt 0.0.1
Tree prompting1 version - Latest release: over 1 year ago - 46 downloads last month - 35 stars on GitHub - 1 maintainer
dnn-locate 0.2
dnn-locate is a Python module for discriminative features localization based on neural networks.2 versions - Latest release: over 2 years ago - 1 dependent repositories - 54 downloads last month - 7 stars on GitHub - 1 maintainer
Top 0.3% on pypi.org
106 versions - Latest release: 2 days ago - 298 dependent packages - 2,655 dependent repositories - 7.06 million downloads last month - 23,551 stars on GitHub - 3 maintainers
shap 0.47.2
A unified approach to explain the output of any machine learning model.106 versions - Latest release: 2 days ago - 298 dependent packages - 2,655 dependent repositories - 7.06 million downloads last month - 23,551 stars on GitHub - 3 maintainers
trustee 1.1.6
This package implements the Trustee framework to extract decision tree explanation from black-box...9 versions - Latest release: 11 months ago - 1 dependent repositories - 260 downloads last month - 33 stars on GitHub - 1 maintainer
canonical-sets 0.0.3
Exposing Algorithmic Bias with Canonical Sets.3 versions - Latest release: about 2 years ago - 142 downloads last month - 6 stars on GitHub - 1 maintainer
bioexp 0.0.4 π°
Deep Learning model analysis toolbox3 versions - Latest release: almost 5 years ago - 1 dependent repositories - 93 downloads last month - 29 stars on GitHub - 1 maintainer
eai-sparsify 1.1.3
Sparsify transformers with SAEs and transcoders6 versions - Latest release: 2 days ago - 1 maintainer
ideal-words 0.1.0
A PyTorch implementation of ideal word computation.1 version - Latest release: about 1 month ago - 178 downloads last month - 1 stars on GitHub - 1 maintainer
tree-influence 0.1.7
Influence Estimation for Gradient-Boosted Decision Trees6 versions - Latest release: 11 months ago - 1 dependent repositories - 1.61 thousand downloads last month - 23 stars on GitHub - 1 maintainer
tsproto 0.3.0
Post-host prototype-based explanations with rules for time-series classifiers4 versions - Latest release: 7 months ago - 222 downloads last month - 2 stars on GitHub - 1 maintainer
rld 0.1.1
A development tool for evaluation and interpretability of reinforcement learning agents.2 versions - Latest release: over 4 years ago - 1 dependent repositories - 98 downloads last month - 2 stars on GitHub - 1 maintainer
Top 7.8% on pypi.org
8 versions - Latest release: over 1 year ago - 1 dependent package - 3 dependent repositories - 533 downloads last month - 8 stars on GitHub - 1 maintainer
concept-erasure 0.2.4
Erasing concepts from neural representations with provable guarantees8 versions - Latest release: over 1 year ago - 1 dependent package - 3 dependent repositories - 533 downloads last month - 8 stars on GitHub - 1 maintainer
Top 7.2% on pypi.org
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 210 downloads last month - 23,721 stars on GitHub - 1 maintainer
shap2 0.42.0
A unified approach to explain the output of any machine learning model.3 versions - Latest release: over 2 years ago - 1 dependent repositories - 210 downloads last month - 23,721 stars on GitHub - 1 maintainer
virelay 0.5.0
ViRelAy is a web-based XAI tool for analyzing classifiers and their datasets by visualizing the s...3 versions - Latest release: 4 days ago - 1 dependent repositories - 113 downloads last month - 27 stars on GitHub - 1 maintainer
corelay 0.2.1
Quickly compose single-machine analysis pipelines.2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 302 downloads last month - 28 stars on GitHub - 1 maintainer
psevencore 2025.3.45
pSeven Core is an integrated toolkit for design space exploration, optimization, and predictive m...14 versions - Latest release: 4 days ago - 407 downloads last month - 21,543 stars on GitHub - 2 maintainers
molpipeline 0.10.2
Integration of rdkit functionality into sklearn pipelines.13 versions - Latest release: 18 days ago - 2.32 thousand downloads last month - 23,719 stars on GitHub - 1 maintainer
nnsight 0.4.5
Package for interpreting and manipulating the internals of deep learning models.72 versions - Latest release: about 1 month ago - 2 dependent packages - 1 dependent repositories - 7.99 thousand downloads last month - 155 stars on GitHub - 1 maintainer
partial-dependence 0.0.5
PartialDependence is a library for visualizing input-output relationships of machine learning mod...5 versions - Latest release: about 7 years ago - 1 dependent repositories - 425 downloads last month - 27 stars on GitHub - 2 maintainers
lfa-toolbox 0.2
LFA Toolbox is an educational library to play with fuzzy systems1 version - Latest release: over 6 years ago - 1 dependent repositories - 50 downloads last month - 13 stars on GitHub - 1 maintainer
Top 4.8% on pypi.org
6 versions - Latest release: about 1 year ago - 1 dependent package - 4 dependent repositories - 1.09 thousand downloads last month - 267 stars on GitHub - 1 maintainer
sage-importance 0.0.6
For calculating global feature importance using Shapley values.6 versions - Latest release: about 1 year ago - 1 dependent package - 4 dependent repositories - 1.09 thousand downloads last month - 267 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
28 versions - Latest release: about 4 years ago - 1 dependent repositories - 1.04 thousand downloads last month - 341 stars on GitHub - 1 maintainer
pyss3 0.6.4
Python package that implements the SS3 text classifier (with visualizations tools for XAI)28 versions - Latest release: about 4 years ago - 1 dependent repositories - 1.04 thousand downloads last month - 341 stars on GitHub - 1 maintainer
kgraph-ts 0.0.1
kGraph1 version - Latest release: about 1 year ago - 67 downloads last month - 27 stars on GitHub - 1 maintainer
beexai 0.0.6
BEExAI: Benchmark to Evaluate Explainable AI6 versions - Latest release: about 1 year ago - 268 downloads last month - 19 stars on GitHub - 2 maintainers
sinr 1.4.0
Build word and graph embeddings based on community detection in graphs.24 versions - Latest release: 5 days ago - 1 dependent repositories - 477 downloads last month - 19 stars on GitHub - 2 maintainers
nam-pt 0.3
Neural Additive Models (PyTorch): Intepretable ML with Neural Nets1 version - Latest release: over 4 years ago - 1 dependent repositories - 55 downloads last month - 23 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
36 versions - Latest release: about 2 years ago - 1 dependent package - 11 dependent repositories - 7.3 thousand downloads last month - 1,333 stars on GitHub - 1 maintainer
transformers-interpret 0.10.0
Model explainability that works seamlessly with π€ transformers. Explain your transformers model i...36 versions - Latest release: about 2 years ago - 1 dependent package - 11 dependent repositories - 7.3 thousand downloads last month - 1,333 stars on GitHub - 1 maintainer
inseq 0.6.0
Interpretability for Sequence Generation Models π6 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 1.57 thousand downloads last month - 412 stars on GitHub - 1 maintainer
shapiq 1.2.3
Shapley Interactions for Machine Learning14 versions - Latest release: 26 days ago - 5.62 thousand downloads last month - 504 stars on GitHub - 2 maintainers
codebook-features 0.1.2
Sparse and discrete interpretability tool for neural networks3 versions - Latest release: about 1 year ago - 121 downloads last month - 61 stars on GitHub - 1 maintainer
timbertrek 0.1.7
A Python package to run TimberTrek in your computational notebooks.8 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 441 downloads last month - 160 stars on GitHub - 1 maintainer
Top 4.5% on pypi.org
9 versions - Latest release: over 1 year ago - 3 dependent packages - 9 dependent repositories - 10.1 thousand downloads last month - 2,146 stars on GitHub - 1 maintainer
torchcam 0.4.0 π°
Class activation maps for your PyTorch CNN models9 versions - Latest release: over 1 year ago - 3 dependent packages - 9 dependent repositories - 10.1 thousand downloads last month - 2,146 stars on GitHub - 1 maintainer
acd 0.0.2
Hierarchical interpretatations and contextual decomposition in pytorch2 versions - Latest release: about 4 years ago - 1 dependent repositories - 159 downloads last month - 128 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
27 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 1.42 thousand downloads last month - 580 stars on GitHub - 1 maintainer
quantus 0.5.3
A metrics toolkit to evaluate neural network explanations.27 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 1.42 thousand downloads last month - 580 stars on GitHub - 1 maintainer
pyvene 0.1.7
Use Activation Intervention to Interpret Causal Mechanism of Model16 versions - Latest release: 2 months ago - 1 dependent package - 2.51 thousand downloads last month - 728 stars on GitHub - 1 maintainer
thermostat-datasets 1.1.0
Collection of NLP model explanations and accompanying analysis tools5 versions - Latest release: almost 2 years ago - 1 dependent package - 1 dependent repositories - 357 downloads last month - 145 stars on GitHub - 2 maintainers
Top 7.5% on pypi.org
56 versions - Latest release: over 4 years ago - 2 dependent repositories - 1.25 thousand downloads last month - 415 stars on GitHub - 2 maintainers
explainx 2.38.2 π°
Explain and debug any black-box Machine Learning model.56 versions - Latest release: over 4 years ago - 2 dependent repositories - 1.25 thousand downloads last month - 415 stars on GitHub - 2 maintainers
dime-xai 1.2.1
Explains DIETClassifier model predictions in Rasa chatbot framework.20 versions - Latest release: over 2 years ago - 1 dependent repositories - 437 downloads last month - 2 stars on GitHub - 1 maintainer
transact-dr 1.0.1
TRANSACT1 version - Latest release: over 4 years ago - 1 dependent repositories - 56 downloads last month - 3 stars on GitHub - 1 maintainer
interprets 0.5.0
Feature extraction from time series to support the creation of interpretable and explainable pred...5 versions - Latest release: 3 months ago - 219 downloads last month - 11 stars on GitHub - 6 maintainers
autoprognosis 0.1.22
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.22 versions - Latest release: 25 days ago - 1.03 thousand downloads last month - 140 stars on GitHub - 2 maintainers
cvplot 0.0.2
Understand machine learning models with Contribution-Value plots2 versions - Latest release: over 3 years ago - 1 dependent repositories - 54 downloads last month - 6 stars on GitHub - 1 maintainer
tuned-lens 0.2.0
Tools for understanding how transformer predictions are built layer-by-layer8 versions - Latest release: almost 2 years ago - 1 dependent repositories - 615 downloads last month - 422 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
12 versions - Latest release: over 3 years ago - 5 dependent packages - 26 dependent repositories - 35.6 thousand downloads last month - 1,394 stars on GitHub - 2 maintainers
dice-ml 0.7.2
Generate Diverse Counterfactual Explanations for any machine learning model.12 versions - Latest release: over 3 years ago - 5 dependent packages - 26 dependent repositories - 35.6 thousand downloads last month - 1,394 stars on GitHub - 2 maintainers
imodelsx 1.0.8
Library to explain a dataset in natural language.29 versions - Latest release: 10 months ago - 1 dependent repositories - 1.3 thousand downloads last month - 163 stars on GitHub - 1 maintainer
awave 0.1
Adaptive wavelets1 version - Latest release: over 3 years ago - 60 downloads last month - 74 stars on GitHub - 1 maintainer
fat-forensics 0.1.2
A Python Toolbox for Algorithmic Fairness, Accountability and Transparency5 versions - Latest release: over 2 years ago - 4 dependent repositories - 304 downloads last month - 77 stars on GitHub - 1 maintainer
Top 3.2% on pypi.org
51 versions - Latest release: 6 months ago - 7 dependent packages - 4 dependent repositories - 28.7 thousand downloads last month - 1,443 stars on GitHub - 1 maintainer
imodels 2.0.0
Implementations of various interpretable models51 versions - Latest release: 6 months ago - 7 dependent packages - 4 dependent repositories - 28.7 thousand downloads last month - 1,443 stars on GitHub - 1 maintainer
tsinterpret 0.4.7
todo35 versions - Latest release: 5 months ago - 1.09 thousand downloads last month - 131 stars on GitHub - 1 maintainer
Top 3.2% on pypi.org
7 versions - Latest release: over 3 years ago - 5 dependent packages - 43 dependent repositories - 3.83 thousand downloads last month - 1,018 stars on GitHub - 3 maintainers
tf-explain 0.3.1
Interpretability Callbacks for Tensorflow 2.07 versions - Latest release: over 3 years ago - 5 dependent packages - 43 dependent repositories - 3.83 thousand downloads last month - 1,018 stars on GitHub - 3 maintainers
exsum 1.0.0
Explanation Summary (ExSum)1 version - Latest release: about 3 years ago - 1 dependent repositories - 51 downloads last month - 65 stars on GitHub - 1 maintainer
pyreft 0.1.0
REFT: Representation Finetuning for Language Models9 versions - Latest release: 2 months ago - 1.79 thousand downloads last month - 1,137 stars on GitHub - 1 maintainer
jeli 1.0.2
Package for Joint Embedding-classifier Learning for Interpretability. Learns feature/item/user em...2 versions - Latest release: 3 months ago - 93 downloads last month - 0 stars on GitHub - 1 maintainer
Top 2.8% on pypi.org
40 versions - Latest release: about 1 month ago - 6 dependent packages - 13 dependent repositories - 340 thousand downloads last month - 675 stars on GitHub - 2 maintainers
tensorflow-decision-forests 1.12.0
Collection of training and inference decision forest algorithms.40 versions - Latest release: about 1 month ago - 6 dependent packages - 13 dependent repositories - 340 thousand downloads last month - 675 stars on GitHub - 2 maintainers
interpretme 1.3.2
An interpretable machine learning pipeline over knowledge graphs8 versions - Latest release: almost 2 years ago - 260 downloads last month - 27 stars on GitHub - 3 maintainers
penzai 0.2.5
Penzai: A JAX research toolkit for building, editing, and visualizing neural networks.12 versions - Latest release: 11 days ago - 1 dependent package - 2.82 thousand downloads last month - 1,602 stars on GitHub - 2 maintainers
Top 9.7% on pypi.org
23 versions - Latest release: about 1 month ago - 1 dependent repositories - 121 thousand downloads last month - 560 stars on GitHub - 2 maintainers
ydf 0.11.0
YDF (short for Yggdrasil Decision Forests) is a library for training, serving, evaluating and ana...23 versions - Latest release: about 1 month ago - 1 dependent repositories - 121 thousand downloads last month - 560 stars on GitHub - 2 maintainers
cv19index 1.1.4
COVID-19 Vulnerability Index8 versions - Latest release: almost 5 years ago - 1 dependent repositories - 206 downloads last month - 23,652 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
24 versions - Latest release: almost 5 years ago - 1 dependent package - 46 dependent repositories - 3.66 thousand downloads last month - 2,994 stars on GitHub - 3 maintainers
stellargraph 1.2.1
Python library for machine learning on graphs24 versions - Latest release: almost 5 years ago - 1 dependent package - 46 dependent repositories - 3.66 thousand downloads last month - 2,994 stars on GitHub - 3 maintainers
stellargraph-mvisani 1.3.1b0
Python library for machine learning on graphs2 versions - Latest release: over 1 year ago - 73 downloads last month - 2,994 stars on GitHub - 1 maintainer
helmet 1.1.1
A python package for benchmarking interpretability techniques on Transformers.8 versions - Latest release: 12 months ago - 491 downloads last month - 213 stars on GitHub - 1 maintainer
Top 7.0% on pypi.org
1 version - Latest release: over 8 years ago - 1 dependent package - 10 dependent repositories - 271 downloads last month - 165 stars on GitHub - 1 maintainer
pycebox 0.0.1
The Python Individual Conditional Expectation Toolbox1 version - Latest release: over 8 years ago - 1 dependent package - 10 dependent repositories - 271 downloads last month - 165 stars on GitHub - 1 maintainer
Top 4.2% on pypi.org
17 versions - Latest release: about 4 years ago - 126 dependent repositories - 991 downloads last month - 4,690 stars on GitHub - 1 maintainer
lucid 0.3.10
Collection of infrastructure and tools for research in neural network interpretability.17 versions - Latest release: about 4 years ago - 126 dependent repositories - 991 downloads last month - 4,690 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
4 versions - Latest release: about 4 years ago - 2 dependent repositories - 258 downloads last month - 634 stars on GitHub - 2 maintainers
tcav 0.2.2
Testing with Concept Activation Vectors code4 versions - Latest release: about 4 years ago - 2 dependent repositories - 258 downloads last month - 634 stars on GitHub - 2 maintainers
Top 4.2% on pypi.org
7 versions - Latest release: almost 2 years ago - 3 dependent packages - 4 dependent repositories - 71.6 thousand downloads last month - 534 stars on GitHub - 1 maintainer
fasttreeshap 0.1.6
A fast implementation of TreeSHAP algorithm.7 versions - Latest release: almost 2 years ago - 3 dependent packages - 4 dependent repositories - 71.6 thousand downloads last month - 534 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
3 versions - Latest release: about 5 years ago - 4 dependent repositories - 81 downloads last month - 606 stars on GitHub - 1 maintainer
nbdt 0.0.4
Making decision trees competitive with state-of-the-art neural networks on CIFAR10, CIFAR100, Tin...3 versions - Latest release: about 5 years ago - 4 dependent repositories - 81 downloads last month - 606 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
15 versions - Latest release: about 2 years ago - 4 dependent packages - 4 dependent repositories - 1.81 thousand downloads last month - 217 stars on GitHub - 1 maintainer
zennit 0.5.1
Attribution of Neural Networks using PyTorch15 versions - Latest release: about 2 years ago - 4 dependent packages - 4 dependent repositories - 1.81 thousand downloads last month - 217 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
28 versions - Latest release: 2 months ago - 3 dependent packages - 13 dependent repositories - 24.5 thousand downloads last month - 1,370 stars on GitHub - 2 maintainers
dalex 1.7.2 π°
Responsible Machine Learning in Python28 versions - Latest release: 2 months ago - 3 dependent packages - 13 dependent repositories - 24.5 thousand downloads last month - 1,370 stars on GitHub - 2 maintainers
Top 2.9% on pypi.org
46 versions - Latest release: 30 days ago - 2 dependent packages - 19 dependent repositories - 11.8 thousand downloads last month - 2,711 stars on GitHub - 1 maintainer
shapash 2.7.9
Shapash is a Python library which aims to make machine learning interpretable and understandable ...46 versions - Latest release: 30 days ago - 2 dependent packages - 19 dependent repositories - 11.8 thousand downloads last month - 2,711 stars on GitHub - 1 maintainer
ferret-xai 0.4.2
A python package for benchmarking interpretability approaches.12 versions - Latest release: over 1 year ago - 1 dependent repositories - 542 downloads last month - 213 stars on GitHub - 1 maintainer
xper 0.0.89
XPER (eXplainable PERformance) is a methodology designed83 versions - Latest release: 6 months ago - 1 dependent repositories - 1.8 thousand downloads last month - 17 stars on GitHub - 1 maintainer
lux-explainer 1.3.2
Universal Local Rule-based Explainer7 versions - Latest release: 7 months ago - 1 dependent package - 215 downloads last month - 10 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
26 versions - Latest release: over 1 year ago - 1 dependent repositories - 2.03 thousand downloads last month - 500 stars on GitHub - 1 maintainer
gamma-facet 2.1.1
Human-explainable AI.26 versions - Latest release: over 1 year ago - 1 dependent repositories - 2.03 thousand downloads last month - 500 stars on GitHub - 1 maintainer
Top 4.2% on pypi.org
12 versions - Latest release: almost 7 years ago - 2 dependent packages - 13 dependent repositories - 875 downloads last month - 798 stars on GitHub - 2 maintainers
deeplift 0.6.6
DeepLIFT (Deep Learning Important FeaTures)12 versions - Latest release: almost 7 years ago - 2 dependent packages - 13 dependent repositories - 875 downloads last month - 798 stars on GitHub - 2 maintainers
diagnnose 1.1
A library that facilitates a broad set of tools for analysing hidden activations of neural models.3 versions - Latest release: about 4 years ago - 1 dependent repositories - 137 downloads last month - 81 stars on GitHub - 1 maintainer
misas 0.1.1
Model Interpretation through Sensitivity Analysis for Segmentation7 versions - Latest release: over 2 years ago - 1 dependent repositories - 239 downloads last month - 6 stars on GitHub - 1 maintainer
responsibleai-vision 0.3.8
SDK API to assess image Machine Learning models.15 versions - Latest release: 12 months ago - 437 downloads last month - 1,505 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
7 versions - Latest release: about 1 year ago - 2.33 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
rai-test-utils 0.4.2
Common basic test utilities used across various RAI tools7 versions - Latest release: about 1 year ago - 2.33 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
49 versions - Latest release: 9 months ago - 1 dependent package - 10 dependent repositories - 8.71 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
raiwidgets 0.36.0
Interactive visualizations to assess fairness, explain models, generate counterfactual examples, ...49 versions - Latest release: 9 months ago - 1 dependent package - 10 dependent repositories - 8.71 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
49 versions - Latest release: 9 months ago - 5 dependent packages - 5 dependent repositories - 30.4 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
responsibleai 0.36.0
SDK API to explain models, generate counterfactual examples, analyze causal effects and analyze e...49 versions - Latest release: 9 months ago - 5 dependent packages - 5 dependent repositories - 30.4 thousand downloads last month - 1,505 stars on GitHub - 1 maintainer
responsibleai-text 0.2.7
SDK API to assess text Machine Learning models.14 versions - Latest release: 12 months ago - 456 downloads last month - 1,505 stars on GitHub - 1 maintainer
explainableai 0.1.9 π°
A comprehensive package for Explainable AI and model interpretation11 versions - Latest release: 7 months ago - 412 downloads last month - 28 stars on GitHub - 1 maintainer
Related Keywords
machine-learning
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explainability
57
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deep-learning
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xai
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python
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visualization
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data-science
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ml
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machine learning
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gradient-boosting
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fairness
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shapley
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transformers
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interpretable-ai
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ai
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artificial-intelligence
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tensorflow
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jupyter
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fairness-ai
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deep learning
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widgets
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widget
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machinelearning
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nlp
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interpretable-ml
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fairness-ml
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natural-language-processing
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error-analysis
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data-visualization
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iml
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neural-networks
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language-model
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random-forest
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transparency
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feature-attribution
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feature-importance
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learning
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regression
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machine
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lime
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computer-vision
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statistics
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machine-learning-algorithms
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counterfactual-explanations
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keras
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llm
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blackbox
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huggingface
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classification
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explainable ai
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cnn
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xgboost
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machine-learning-interpretability
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mechanistic-interpretability
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time-series
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model-agnostic
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rule-based
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clustering
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deep-neural-networks
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tensor
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explainable-machine-learning
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interpretml
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differential-privacy
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Explainable AI
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decision-trees
3
networkx
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trees
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Machine Learning
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counterfactual
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python3
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natural language processing
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XAI
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captum
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xai-library
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explanations
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sentiment-analysis
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text-classification
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gradcam
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intervention
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heterogeneous-networks
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link-prediction
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