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pypi.org "explainable-ai" keyword

modzy-sdk 0.11.6
Modzy's Python SDK queries and deploys models, submits inference jobs and returns results directl...
28 versions - Latest release: 8 months ago - 2 dependent repositories - 197 downloads last month - 23 stars on GitHub - 2 maintainers
zennit-crp 0.6.0
Concept Relevance Propagation and Relevance Maximization
15 versions - Latest release: about 1 year ago - 1 dependent repositories - 138 downloads last month - 92 stars on GitHub - 2 maintainers
biaslyze 0.1.0
The NLP Bias Identification Toolkit
9 versions - Latest release: 9 months ago - 62 downloads last month - 31 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
grad-cam 1.5.0
Many Class Activation Map methods implemented in Pytorch for classification, segmentation, object...
29 versions - Latest release: 5 months ago - 7 dependent packages - 80 dependent repositories - 44.2 thousand downloads last month - 9,437 stars on GitHub - 2 maintainers
viewai 1.0.0
xAI is an open-source package to explain blackbox systems.
2 versions - Latest release: 1 day ago - 448 downloads last month - 0 stars on GitHub - 2 maintainers
Top 6.0% on pypi.org
aspect-based-sentiment-analysis 2.0.3
Aspect Based Sentiment Analysis: Transformer & Interpretability (TensorFlow)
8 versions - Latest release: almost 3 years ago - 3 dependent repositories - 5.32 thousand downloads last month - 517 stars on GitHub - 1 maintainer
responsibleai-text 0.2.7
SDK API to assess text Machine Learning models.
14 versions - Latest release: 6 days ago - 231 downloads last month - 1,225 stars on GitHub - 2 maintainers
responsibleai-vision 0.3.8
SDK API to assess image Machine Learning models.
15 versions - Latest release: 6 days ago - 301 downloads last month - 1,225 stars on GitHub - 2 maintainers
Top 3.3% on pypi.org
raiwidgets 0.35.0
Interactive visualizations to assess fairness, explain models, generate counterfactual examples, ...
47 versions - Latest release: 22 days ago - 1 dependent package - 10 dependent repositories - 3.97 thousand downloads last month - 1,225 stars on GitHub - 2 maintainers
Top 9.6% on pypi.org
rai-test-utils 0.4.2
Common basic test utilities used across various RAI tools
7 versions - Latest release: 24 days ago - 3.23 thousand downloads last month - 1,225 stars on GitHub - 2 maintainers
Top 3.0% on pypi.org
responsibleai 0.35.0
SDK API to explain models, generate counterfactual examples, analyze causal effects and analyze e...
47 versions - Latest release: 22 days ago - 5 dependent packages - 5 dependent repositories - 48.6 thousand downloads last month - 1,225 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.
12 versions - Latest release: over 2 years ago - 5 dependent packages - 26 dependent repositories - 57.3 thousand downloads last month - 1,203 stars on GitHub - 4 maintainers
Top 4.2% on pypi.org
aix360 0.3.0
AI Explainability 360 v0.3.0
4 versions - Latest release: 9 months ago - 53 dependent repositories - 873 downloads last month - 1,539 stars on GitHub - 1 maintainer
explainable-cnn 1.0.0 💰
📦 Flexible visualization package for generatinglayer-wise explanations for CNNs.
10 versions - Latest release: 10 months ago - 1 dependent repositories - 111 downloads last month - 212 stars on GitHub - 1 maintainer
acd 0.0.2
Hierarchical interpretatations and contextual decomposition in pytorch
2 versions - Latest release: about 3 years ago - 1 dependent repositories - 72 downloads last month - 123 stars on GitHub - 1 maintainer
teex 1.1.3
A Toolbox for the Evaluation of Explanations
10 versions - Latest release: about 1 year ago - 1 dependent repositories - 57 downloads last month - 14 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
fiddler-client 3.1.0
Python client for Fiddler Platform
222 versions - Latest release: 2 days ago - 3 dependent repositories - 55.2 thousand downloads last month - 9 stars on GitHub - 2 maintainers
pyagrum-nightly 1.13.2.dev202405081715084036
Bayesian networks and other Probabilistic Graphical Models.
1,427 versions - Latest release: 2 days ago - 1 dependent repositories - 60.8 thousand downloads last month - 28 stars on GitLab.com - 1 maintainer
Top 6.9% on pypi.org
pyagrum 1.13.2
Bayesian networks and other Probabilistic Graphical Models.
89 versions - Latest release: 2 days ago - 6 dependent repositories - 12.7 thousand downloads last month - 28 stars on GitLab.com - 2 maintainers
mlm-bias 0.1.3
Bias Evaluation Methods for Masked Language Models implemented in PyTorch
2 versions - Latest release: 3 months ago - 9 downloads last month - 3 stars on GitHub - 2 maintainers
Top 9.6% on pypi.org
gamma-facet 2.1.1
Human-explainable AI.
26 versions - Latest release: 6 months ago - 1 dependent repositories - 377 downloads last month - 482 stars on GitHub - 2 maintainers
Top 6.6% on pypi.org
giskard 2.12.0 💰
The testing framework dedicated to ML models, from tabular to LLMs
95 versions - Latest release: 7 days ago - 2 dependent repositories - 10.8 thousand downloads last month - 2,460 stars on GitHub - 3 maintainers
pytolemaic 0.15.4
Package for ML model analysis
56 versions - Latest release: almost 2 years ago - 1 dependent repositories - 422 downloads last month - 11 stars on GitHub - 2 maintainers
neurox 1.0.9
Toolkit for Neuron Analysis in Deep NLP Models
5 versions - Latest release: about 2 years ago - 1 dependent repositories - 43 downloads last month - 91 stars on GitHub - 2 maintainers
ecgxai 0.1.1
Neatly packaged AI methods for ECG analysis
2 versions - Latest release: almost 2 years ago - 25 downloads last month - 34 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
dalex 1.7.0 💰
Responsible Machine Learning in Python
26 versions - Latest release: 2 months ago - 3 dependent packages - 13 dependent repositories - 16.5 thousand downloads last month - 1,327 stars on GitHub - 4 maintainers
gam 1.3.0
Global Explanations for Deep Neural Networks
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 169 downloads last month - 31 stars on GitHub - 8 maintainers
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 - 2 maintainers
pyceterisparibus 0.5.1
Ceteris Paribus python package
5 versions - Latest release: about 5 years ago - 1 dependent repositories - 94 downloads last month - 19 stars on GitHub - 2 maintainers
beexai 0.0.6
BEExAI: Benchmark to Evaluate Explainable AI
6 versions - Latest release: 2 months ago - 191 downloads last month - 7 stars on GitHub - 3 maintainers
tf-ate 1.0.5
Approximate Text Explanation
6 versions - Latest release: about 1 year ago - 48 downloads last month - 0 stars on GitHub - 2 maintainers
gnnsubnet 0.2.1
Disease Subnetwork Detection with Explainable Graph Neural Networks
15 versions - Latest release: about 1 year ago - 1 dependent repositories - 181 downloads last month - 19 stars on GitHub - 1 maintainer
cpath 0.0.1
Explainable AI with counterfactual paths
2 versions - Latest release: 10 months ago - 30 downloads last month - 2 stars on GitHub - 2 maintainers
Top 1.3% on pypi.org
interpret-core 0.6.1
Fit interpretable models. Explain blackbox machine learning.
27 versions - Latest release: 26 days ago - 3 dependent packages - 115 dependent repositories - 216 thousand downloads last month - 5,979 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
interpret 0.6.1
Fit interpretable models. Explain blackbox machine learning.
48 versions - Latest release: 26 days ago - 21 dependent packages - 95 dependent repositories - 79.1 thousand downloads last month - 5,979 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
pysr 0.18.4
Simple and efficient symbolic regression
180 versions - Latest release: 5 days ago - 4 dependent repositories - 5.21 thousand downloads last month - 1,852 stars on GitHub - 1 maintainer
time-interpret 0.3.0
Model interpretability library for PyTorch with a focus on time series.
5 versions - Latest release: 11 months ago - 72 downloads last month - 27 stars on GitHub - 2 maintainers
Top 8.6% on pypi.org
quantus 0.5.3
A metrics toolkit to evaluate neural network explanations.
27 versions - Latest release: 5 months ago - 1 dependent package - 1 dependent repositories - 1 thousand downloads last month - 486 stars on GitHub - 1 maintainer
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
cfnet 0.0.12
A counterfactual explanation library using Jax
12 versions - Latest release: over 1 year ago - 34 downloads last month - 1 stars on GitHub - 1 maintainer
deep-logic 4.0.4
Deep logic: Interpretable neural networks in Python.
19 versions - Latest release: about 3 years ago - 1 dependent repositories - 128 downloads last month - 43 stars on GitHub - 2 maintainers
transformers-visualizer 0.2.2
Explain your 🤗 transformers without effort! Display the internal behavior of your model.
3 versions - Latest release: over 1 year ago - 15 downloads last month - 1 stars on GitHub - 2 maintainers
tsinterpret 0.4.5
todo
33 versions - Latest release: about 1 month ago - 668 downloads last month - 99 stars on GitHub - 2 maintainers
fgclustering 1.0.3
Forest-Guided Clustering - Explainability method for Random Forest models.
8 versions - Latest release: about 1 year ago - 1 dependent repositories - 64 downloads last month - 26 stars on GitHub - 3 maintainers
xpotato 0.1.5
XAI human-in-the-loop information extraction framework
15 versions - Latest release: about 1 year ago - 2 dependent repositories - 132 downloads last month - 46 stars on GitHub - 2 maintainers
aprile 0.1.0
Adverse Polypharmacy Reaction Intelligent Learner and Explainer (APRILE) -- An explainable machin...
1 version - Latest release: over 2 years ago - 1 dependent repositories - 29 downloads last month - 7 stars on GitHub - 1 maintainer
xmoai 0.0.dev4
eXplainable Artificial Intelligence using Multiobjective Optimization
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 21 downloads last month - 2 stars on GitHub - 2 maintainers
tuned-lens 0.2.0
Tools for understanding how transformer predictions are built layer-by-layer
8 versions - Latest release: 10 months ago - 1 dependent repositories - 309 downloads last month - 353 stars on GitHub - 2 maintainers
craft-xai 0.0.3
Automatic Concept Extraction with CRAFT
3 versions - Latest release: 10 months ago - 74 downloads last month - 570 stars on GitHub - 2 maintainers
Top 7.6% on pypi.org
xplique 1.3.3
Explanations toolbox for Tensorflow 2
23 versions - Latest release: 5 months ago - 2 dependent packages - 2 dependent repositories - 1.58 thousand downloads last month - 570 stars on GitHub - 4 maintainers
inseq 0.6.0
Interpretability for Sequence Generation Models 🔍
6 versions - Latest release: 27 days ago - 1 dependent repositories - 384 downloads last month - 299 stars on GitHub - 1 maintainer
wideryolo 0.0.8
Wider-Yolo Kütüphanesi ile Yüz Tespit Uygulamanı Yap
7 versions - Latest release: over 2 years ago - 1 dependent repositories - 44 downloads last month - 3,585 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
sahi 0.11.15
A vision library for performing sliced inference on large images/small objects
91 versions - Latest release: 6 months ago - 10 dependent packages - 72 dependent repositories - 124 thousand downloads last month - 3,585 stars on GitHub - 1 maintainer
ceml 0.6.1
Counterfactuals for explaining machine learning models - A Python toolbox
11 versions - Latest release: over 2 years ago - 1 dependent repositories - 149 downloads last month - 37 stars on GitHub - 2 maintainers
plsexplain 0.2.0
Create an explainable AI dashboard for your machine learning model.
2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 17 downloads last month - 3 stars on GitHub - 2 maintainers
cfnow 0.0.6
Generate counterfactuals with ease. This package takes a model and point (with a certain class) a...
6 versions - Latest release: 8 months ago - 69 downloads last month - 8 stars on GitHub - 2 maintainers
hroch 1.4.11
Symbolic regression and classification
27 versions - Latest release: about 1 month ago - 1 dependent repositories - 403 downloads last month - 13 stars on GitHub - 1 maintainer
mindsdb-server 1.10.2
MindsDB server, provides server capabilities to mindsdb native python library
43 versions - Latest release: almost 4 years ago - 1 dependent repositories - 34 downloads last month - 3 stars on GitHub - 2 maintainers
fairput 0.0.1
Fair Machine Learning Outputs
1 version - Latest release: about 4 years ago - 1 dependent repositories - 41 downloads last month - 68 stars on GitHub - 2 maintainers
xi-method 0.1.7
Post hoc explanations for ML models through measures of statistical dependence
7 versions - Latest release: 8 months ago - 53 downloads last month - 5 stars on GitHub - 4 maintainers
slisemap 1.6.2
SLISEMAP: Combine local explanations with supervised dimensionality reduction
17 versions - Latest release: 10 days ago - 1 dependent repositories - 170 downloads last month - 15 stars on GitHub - 1 maintainer
diffusers-interpret 0.5.0
diffusers-interpret: model explainability for 🤗 Diffusers
11 versions - Latest release: over 1 year ago - 1 dependent repositories - 75 downloads last month - 259 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: about 1 year ago - 1 dependent repositories - 55 downloads last month - 6 stars on GitHub - 2 maintainers
bioexp 0.0.4 💰
Deep Learning model analysis toolbox
3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 21 downloads last month - 28 stars on GitHub - 2 maintainers
antakia 0.4.4
AI made Xplainable
34 versions - Latest release: 11 days ago - 620 downloads last month - 13 stars on GitHub - 3 maintainers
Top 3.2% on pypi.org
imodels 1.4.3
Implementations of various interpretable models
47 versions - Latest release: about 2 months ago - 6 dependent packages - 4 dependent repositories - 56 thousand downloads last month - 1,234 stars on GitHub - 1 maintainer
minotor 0.0.2
Easy to use plug and play ML monitoring tool.
2 versions - Latest release: about 4 years ago - 1 dependent repositories - 15 downloads last month - 21 stars on GitHub - 4 maintainers
revelionn 1.0.2
Retrospective Extraction of Visual and Logical Insights for Ontology-based interpretation of Neur...
3 versions - Latest release: 8 months ago - 13 downloads last month - 6 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
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: about 1 year ago - 76 downloads last month - 180 stars on GitHub - 1 maintainer
chessx 0.2.0
A chess xai program
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 39 downloads last month - 4 stars on GitHub - 2 maintainers
aletheia-dnn 1.3.5
Unwrapping ReLU Networks
9 versions - Latest release: 4 months ago - 1 dependent repositories - 507 downloads last month - 65 stars on GitHub - 1 maintainer
covidxai 0.1.2
Using XAI algorithms on Computer Vision models to explain predictions.
3 versions - Latest release: about 3 years ago - 34 downloads last month - 6 stars on GitHub - 1 maintainer
pytorch-sidu 1.1.3
SIDU: SImilarity Difference and Uniqueness method for explainable AI
18 versions - Latest release: about 1 month ago - 644 downloads last month - 30 stars on GitHub - 2 maintainers
phepy 0.1.0
Intuitive evaluation of out-of-distribution detectors using simple toy examples.
2 versions - Latest release: 10 months ago - 16 downloads last month - 0 stars on GitHub - 2 maintainers
xgen-time-series 0.1.1
An eXplainable framework for Generative Time Series in Python
1 version - Latest release: 11 months ago - 8 downloads last month - 48 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 - 2 maintainers
Top 5.1% on pypi.org
tf-keras-vis 0.8.7
Neural network visualization toolkit for tf.keras
30 versions - Latest release: about 2 months ago - 18 dependent repositories - 3.7 thousand downloads last month - 286 stars on GitHub - 1 maintainer
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
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 - 2 maintainers
xgents 0.1.1
An eXplainable framework for Generative Time Series in Python
1 version - Latest release: 11 months ago - 13 downloads last month - 48 stars on GitHub - 2 maintainers
Top 3.5% on pypi.org
datatile 1.0.3
A library for managing, summarizing, and visualizing data.
20 versions - Latest release: over 1 year ago - 1 dependent package - 14 dependent repositories - 111 thousand downloads last month - 490 stars on GitHub - 2 maintainers
Top 3.3% on pypi.org
traceml 1.14.2
Engine for ML/Data tracking, visualization, dashboards, and model UI for Polyaxon.
86 versions - Latest release: over 2 years ago - 3 dependent packages - 8 dependent repositories - 121 thousand downloads last month - 492 stars on GitHub - 2 maintainers
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: over 2 years ago - 24 dependent repositories - 310 downloads last month - 1,032 stars on GitHub - 2 maintainers
aucmedi 0.9.0
AUCMEDI - a framework for Automated Classification of Medical Images
14 versions - Latest release: 3 months ago - 2 dependent repositories - 326 downloads last month - 29 stars on GitHub - 1 maintainer
glocalx 0.0.9
Generating global explanations from local ones.
8 versions - Latest release: 10 months ago - 82 downloads last month - 10 stars on GitHub - 2 maintainers
Top 2.5% on pypi.org
pandas-summary 0.2.0
An extension to pandas describe function.
7 versions - Latest release: over 2 years ago - 4 dependent packages - 137 dependent repositories - 93.4 thousand downloads last month - 490 stars on GitHub - 2 maintainers
Top 4.1% on pypi.org
omnixai 1.3.1
OmniXAI: An Explainable AI Toolbox
14 versions - Latest release: 10 months ago - 3 dependent packages - 4 dependent repositories - 851 downloads last month - 805 stars on GitHub - 1 maintainer
carla-recourse 0.0.5
A library for counterfactual recourse
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 90 downloads last month - 262 stars on GitHub - 2 maintainers
edamame 0.0.9
Exploratory data analysis tools
59 versions - Latest release: over 1 year ago - 299 downloads last month - 3 stars on GitHub - 1 maintainer
ruleopt 1.0.1
Optimization-Based Rule Learning for Classification
9 versions - Latest release: 15 days ago - 4.73 thousand downloads last month - 36 stars on GitHub - 2 maintainers
Top 7.5% on pypi.org
nlp-feature-extractors 0.1.0
NLP Feature Extractors
4 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 1.24 thousand downloads last month - 1,205 stars on GitHub - 2 maintainers
daam 0.2.0
What the DAAM: Interpreting Stable Diffusion Using Cross Attention.
17 versions - Latest release: 4 months ago - 1 dependent repositories - 285 downloads last month - 601 stars on GitHub - 1 maintainer
xplainable 1.2.2
Real-time explainable machine learning for business optimisation
32 versions - Latest release: about 2 months ago - 213 downloads last month - 52 stars on GitHub - 6 maintainers
ex-fuzzy 1.1.4
Library to perform explainable AI using fuzzy logic.
13 versions - Latest release: 16 days ago - 256 downloads last month - 13 stars on GitHub - 2 maintainers
topsearch 0.0.3
A Python package for topographical analysis of machine learning models and physical systems
3 versions - Latest release: 16 days ago - 38 downloads last month - 4 stars on GitHub - 2 maintainers
eleuther-elk 0.1.1
Keeping language models honest by directly eliciting knowledge encoded in their activations
2 versions - Latest release: 10 months ago - 12 downloads last month - 1 maintainer
survshap 0.4.2
Implementation of the SurvSHAP(t) explanation method for time-dependent explainability of machine...
3 versions - Latest release: 4 months ago - 171 downloads last month - 71 stars on GitHub - 2 maintainers
cinnamon 0.2.1
A monitoring tool for machine learning systems that focus on data drift
4 versions - Latest release: over 1 year ago - 4 dependent repositories - 78 downloads last month - 74 stars on GitHub - 2 maintainers
xaitk-saliency 0.7.0
Visual saliency map generation interfaces and baseline implementations for explainable AI.
7 versions - Latest release: 11 months ago - 2 dependent packages - 1 dependent repositories - 385 downloads last month - 68 stars on GitHub - 4 maintainers
Related Keywords
machine-learning 83 explainable-ml 52 xai 48 interpretability 45 python 40 explainability 37 deep-learning 33 pytorch 31 data-science 26 interpretable-machine-learning 20 artificial-intelligence 18 ai 17 visualization 16 ml 16 interpretable-ai 15 fairness 14 tensorflow 13 data-visualization 11 data-analysis 11 fairness-ai 11 machinelearning 11 interpretable-ml 11 responsible-ai 11 xai-library 11 jupyter 10 explainable-artificial-intelligence 10 computer-vision 9 counterfactual-explanations 9 fairness-ml 9 error-analysis 8 ui 8 widget 8 widgets 8 nlp 8 machine learning 8 scikit-learn 8 reinforcement-learning 7 transformers 7 statistics 7 mlops 7 XAI 7 causality 6 shap 6 bias 6 neural-networks 6 huggingface 6 explanation 5 counterfactual 5 transparency 5 monitoring 5 iml 5 Explainable AI 5 time-series 4 explainable ai 4 blackbox 4 counterfactuals 4 classification 4 Explainable Artificial Intelligence 4 recourse 4 random-forest 4 gradcam 4 python3 4 deep-neural-networks 4 feature-importance 4 neural-network 4 machine-learning-algorithms 4 AI 4 explainable 4 pandas 4 lrp 4 grad-cam 4 saliency 4 local-explanations 3 jupyter-notebook 3 interpretable-deep-learning 3 gradient-boosting 3 interpretml 3 deeplearning 3 inference 3 explainable-machine-learning 3 causal-inference 3 automl 3 natural-language-processing 3 learning 3 equation-discovery 3 genetic-algorithm 3 predictive-modeling 3 symbolic-regression 3 captum 3 matplotlib 3 plotly 3 atari 3 activation-maximization 3 benchmarking 3 jax 3 spark 3 graph-neural-networks 3 data-quality 3 tracking 3 machine-learning-library 3