Ecosyste.ms: Packages

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

pypi.org "xai" keyword

shapiq 0.0.6
SHAPley Interaction Quantification (SHAP-IQ) for Explainable AI
6 versions - Latest release: about 2 months ago - 59 downloads last month - 25 stars on GitHub - 2 maintainers
manic-xai 1.0.83
Genetic Algorithm for Generating Metacounterfactual Explanations
82 versions - Latest release: 9 months ago - 421 downloads last month - 0 stars on GitHub - 2 maintainers
rules-extraction 0.1.0
Rules extraction for eXplainable AI
6 versions - Latest release: 4 months ago - 107 downloads last month - 0 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
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 - 17.9 thousand downloads last month - 1,330 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: 10 months ago - 53 dependent repositories - 880 downloads last month - 1,539 stars on GitHub - 1 maintainer
template-wpdm 0.1.0
Warsztat Praktyka Data Mining
1 version - Latest release: 2 months ago - 13 downloads last month - 0 stars on GitHub - 2 maintainers
metapredictor 0.0.0
A Human-Centered Evaluation Framework for Explainability Methods
1 version - Latest release: over 1 year ago - 13 downloads last month - 3 stars on GitHub - 2 maintainers
xai-metrics 0.0.2
A package for analysis and evaluating metrics for Explainable AI (XAI)
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 30 downloads last month - 2 stars on GitHub - 2 maintainers
xai-kit 0.0.9
Explainable Artificial Intelligence (XAI) Library
9 versions - Latest release: 8 months ago - 54 downloads last month - 1 stars on GitHub - 2 maintainers
rf-counterfactuals 0.1.6
Random Forest counterfactual explanation
7 versions - Latest release: over 1 year ago - 24 downloads last month - 2 stars on GitHub - 2 maintainers
Top 6.7% on pypi.org
zennit 0.5.1
Attribution of Neural Networks using PyTorch
15 versions - Latest release: about 1 year ago - 2 dependent packages - 4 dependent repositories - 818 downloads last month - 174 stars on GitHub - 2 maintainers
xaiz 0.0.3
Explainable Artificial Intelligence (XAI) Library
2 versions - Latest release: 8 months ago - 23 downloads last month - 1 stars on GitHub - 2 maintainers
aequitas-core 1.2.1
Aequitas core library
4 versions - Latest release: 5 months ago - 37 downloads last month - 0 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
dnn-inference 0.16
Dnn-Inference is a Python module for hypothesis testing based on deep neural networks.
16 versions - Latest release: almost 2 years ago - 1 dependent repositories - 55 downloads last month - 15 stars on GitHub - 2 maintainers
tsproto 0.2.0
Post-host prototype-based explanations with rules for time-series classifiers
3 versions - Latest release: about 1 month ago - 39 downloads last month - 0 stars on GitHub - 2 maintainers
gnnlens 0.1.0
Visualization toolkit for Graph Neural Network
1 version - Latest release: over 2 years ago - 1 dependent repositories - 28 downloads last month - 209 stars on GitHub - 2 maintainers
lrp-pf-auc 0.1.6
Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations usin...
6 versions - Latest release: almost 2 years ago - 86 downloads last month - 6 stars on GitHub - 2 maintainers
clarityai 1.0.0
ClarityAI is a Python package designed to empower machine learning practitioners with a wide rang...
1 version - Latest release: 9 months ago - 12 downloads last month - 0 stars on GitHub - 2 maintainers
ablation 0.1.0
Ablation studies for evaluating XAI methods
1 version - Latest release: over 1 year ago - 36 downloads last month - 14 stars on GitHub - 1 maintainer
virelay 0.4.0
Web-app to view source-data, attributions, clusterings, and (t-SNE-)embeddings.
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 37 downloads last month - 25 stars on GitHub - 2 maintainers
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
aequitas-lib 1.0.0
Core library of the Aequitas project
1 version - Latest release: 7 months ago - 20 downloads last month - 0 stars on GitHub - 2 maintainers
imodelsx 1.0.6
Library to explain a dataset in natural language.
27 versions - Latest release: 4 days ago - 1 dependent repositories - 1.25 thousand downloads last month - 74 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
pyss3 0.6.4
Python package that implements the SS3 text classifier (with visualizations tools for XAI)
28 versions - Latest release: over 3 years ago - 1 dependent repositories - 273 downloads last month - 332 stars on GitHub - 2 maintainers
pyxmas 0.2.1
Explainable multi-agent systems in Python
4 versions - Latest release: about 1 year ago - 39 downloads last month - 0 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 1 year ago - 1 dependent repositories - 18 downloads last month - 7 stars on GitHub - 2 maintainers
wpdm-test 0.1.0 removed
Warsztat Praktyka Data Mining
1 version - Latest release: 2 months ago - 0 stars on GitHub - 2 maintainers
my-test-package-jt 0.1.0 removed
Warsztat Praktyka Data Mining
1 version - Latest release: 2 months ago - 0 stars on GitHub - 2 maintainers
wpdm 0.1.0 removed
Warsztat Praktyka Data Mining
1 version - Latest release: 2 months ago - 0 stars on GitHub - 2 maintainers
milosz7wpdm 0.1.1
Warsztat Praktyka Data Mining
1 version - Latest release: 2 months ago - 13 downloads last month - 0 stars on GitHub - 2 maintainers
mlxpose 0.0.0
Expose ML black boxes
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 14 downloads last month - 2 maintainers
knac-toolkit 1.0.2
Knowledge Augmented Clustering
2 versions - Latest release: 2 months ago - 17 downloads last month - 6 stars on GitHub - 2 maintainers
adept-augmentations 0.1.1
A Python library aimed at adeptly, augmenting NLP training data.
3 versions - Latest release: about 1 year ago - 52 downloads last month - 54 stars on GitHub - 4 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
prolog-primitives 1.2.2
description here
16 versions - Latest release: 10 months ago - 169 downloads last month - 0 stars on GitHub - 2 maintainers
effector 0.0.271
A Python library for global and regional effects
18 versions - Latest release: 8 days ago - 245 downloads last month - 39 stars on GitHub
Top 1.3% on pypi.org
interpret-core 0.6.1
Fit interpretable models. Explain blackbox machine learning.
27 versions - Latest release: 29 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: 29 days ago - 21 dependent packages - 95 dependent repositories - 79.1 thousand downloads last month - 5,979 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
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
mindsdb-native 2.48.0
MindsDB's goal is to make it very simple for developers to use the power of artificial neural net...
64 versions - Latest release: almost 3 years ago - 1 dependent repositories - 14 downloads last month - 36 stars on GitHub - 4 maintainers
edgaro 1.0.2
Explainable imbalanceD learninG compARatOr
6 versions - Latest release: 11 months ago - 51 downloads last month - 2 stars on GitHub - 1 maintainer
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
Top 1.8% on pypi.org
alibi 0.9.6
Algorithms for monitoring and explaining machine learning models
34 versions - Latest release: 24 days ago - 6 dependent packages - 116 dependent repositories - 20.7 thousand downloads last month - 2,289 stars on GitHub - 5 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
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
lczerolens 0.2.0
Interpretability for LeelaChessZero networks.
4 versions - Latest release: 10 days ago - 15 downloads last month - 4 stars on GitHub - 2 maintainers
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
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: about 2 months ago - 5 dependent packages - 26 dependent repositories - 84.8 thousand downloads last month - 2,228 stars on GitHub - 1 maintainer
lux-explainer 1.2.0
Universal Local Rule-based Explainer
3 versions - Latest release: 12 days ago - 84 downloads last month - 8 stars on GitHub - 2 maintainers
invase 0.0.3
INVASE: Instance-wise Variable Selection
3 versions - Latest release: over 1 year ago - 28 downloads last month - 3 stars on GitHub - 4 maintainers
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: 12 days ago - 1 dependent repositories - 170 downloads last month - 15 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
awave 0.1
Adaptive wavelets
1 version - Latest release: over 2 years ago - 30 downloads last month - 66 stars on GitHub - 2 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
inxaimlflow 0.0.3
A library for integration mlflow with inxai library
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 15 downloads last month - 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
xai-benchmark 0.3.0
Benchmark for Explainable AI methods
3 versions - Latest release: 12 months ago - 31 downloads last month - 3 stars on GitHub - 2 maintainers
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
pyxai 1.0.13
Explaining Machine Learning Classifiers in Python
33 versions - Latest release: 3 months ago - 1.59 thousand downloads last month - 21 stars on GitHub - 1 maintainer
pyxai-experimental 1.1.2
Explaining Machine Learning Classifiers in Python
13 versions - Latest release: 8 months ago - 348 downloads last month - 21 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
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
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
xai-explainer 0.7.0
A package for explaining deep learning models
24 versions - Latest release: 3 months ago - 227 downloads last month - 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
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
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
wpdm3333 0.1.0
Warsztat Praktyka Data Mining
1 version - Latest release: 2 months ago - 17 downloads last month - 0 stars on GitHub - 2 maintainers
mindspore-xai 1.8.1
mindspore_xai platform: linux, cpu: x86_64, git version: [sha1]:154fab4, [branch]: (HEAD, origin/...
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 14 downloads last month - 1 maintainer
waffle-utils 1.1.0
Waffle Utils 🥛
16 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 258 downloads last month - 10 stars on GitHub - 2 maintainers
pyreal 0.4.9
Library for evaluating and deploying human readable machine learning explanations.
17 versions - Latest release: 20 days ago - 1 dependent repositories - 186 downloads last month - 18 stars on GitHub - 6 maintainers
corelay 0.2.1
Quickly compose single-machine analysis pipelines.
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 35 downloads last month - 25 stars on GitHub - 2 maintainers
multixai 1.0.0
2 versions - Latest release: 4 months ago - 11 downloads last month - 2 maintainers
nnplot 1.0.1
Plot Neural Networks and the weights of the links between their nodes
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 15 downloads last month - 9 stars on GitHub - 2 maintainers
slisemap-interactive 0.6.0
Interactive plots for Slisemap using Dash
1 version - Latest release: 3 months ago - 12 downloads last month - 1 stars on GitHub - 2 maintainers
lfxai 0.1.1
A framework to explain the latent representations of unsupervised black-box models with the help ...
5 versions - Latest release: almost 2 years ago - 29 downloads last month - 3 stars on GitHub - 6 maintainers
xpose 0.0.0
Expose ML black boxes
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 11 downloads last month - 2 maintainers
pyexplainer 1.2.0
Explainable AI tool for Software Quality Assurance (SQA)
29 versions - Latest release: over 1 year ago - 3 dependent repositories - 121 downloads last month - 24 stars on GitHub - 1 maintainer
torchprism 2.0.0
Principal Image Sections Mapping for PyTorch
4 versions - Latest release: over 1 year ago - 1 dependent repositories - 44 downloads last month - 47 stars on GitHub - 2 maintainers
pyartemis 0.1.5
A Python package with explanation methods for extraction of feature interactions from predictive ...
6 versions - Latest release: 6 months ago - 23 downloads last month - 21 stars on GitHub - 5 maintainers
pytorch-gpx 0.1
An official implementation of "Gaussian Process Regression With Interpretable Sample-Wise Feature...
1 version - Latest release: over 2 years ago - 1 dependent repositories - 13 downloads last month - 14 stars on GitHub - 2 maintainers
dimlpfidex 0.0.1
Discretized Interpretable Multi Layer Perceptron (DIMLP) and related algorithms
2 versions - Latest release: 25 days ago - 14 downloads last month - 1 stars on GitHub - 2 maintainers
metaquantus 0.0.5
MetaQuantus is a XAI performance tool for identifying reliable metrics.
5 versions - Latest release: 8 months ago - 34 downloads last month - 24 stars on GitHub - 1 maintainer
dime-xai 1.2.1
Explains DIETClassifier model predictions in Rasa chatbot framework.
20 versions - Latest release: over 1 year ago - 1 dependent repositories - 52 downloads last month - 1 stars on GitHub - 2 maintainers
ibreakdown 0.0.1a4
ibreakdown - model agnostic explanations with interactions
3 versions - Latest release: over 4 years ago - 1 dependent repositories - 9 downloads last month - 4 stars on GitHub - 1 maintainer
powerlift 0.0.2
Interactive Benchmarking for Machine Learning.
2 versions - Latest release: almost 2 years ago - 22 downloads last month - 5,831 stars on GitHub - 1 maintainer
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 - 42 downloads last month - 27 stars on GitHub - 2 maintainers
easy-explain 0.5.0
A library that helps to explain AI models in a really quick & easy way
7 versions - Latest release: 3 months ago - 47 downloads last month - 7 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
explainx 2.38.2 💰
Explain and debug any black-box Machine Learning model.
56 versions - Latest release: over 3 years ago - 2 dependent repositories - 874 downloads last month - 380 stars on GitHub - 4 maintainers
ixai 0.1.3
Explainable Artificial Intelligence for dynamic and Incremental models.
4 versions - Latest release: over 1 year ago - 9 downloads last month - 41 stars on GitHub - 1 maintainer
Related Keywords
explainable-ai 48 machine-learning 44 interpretability 31 explainability 29 python 21 explainable-ml 18 pytorch 18 machine learning 17 deep-learning 16 xai-library 16 interpretable-machine-learning 13 iml 9 artificial-intelligence 9 model-agnostic 9 rule-based 9 deep learning 9 time-series 8 visualization 8 ai 8 explainable ai 8 bias 8 explainable-artificial-intelligence 8 learning 7 interpretable-ai 7 explainable 7 shap 7 ml 6 counterfactual 6 interpretable-ml 5 explanation 5 data-science 5 AI 5 XAI 5 scikit-learn 5 classification 4 nlp 4 feature-importance 4 blackbox 4 machine 4 transparency 4 natural-language-processing 4 neural-network 4 lrp 3 aeuitas 3 horizon2020 3 computer-vision 3 explainer 3 statistics 3 dash 3 counterfactual-explanations 3 atari 3 machine-learning-algorithms 3 causality 3 differential-privacy 3 tensorflow 3 ML 3 neural-networks 3 text-classification 3 interpretml 3 explanations 3 gradient-boosting 3 reinforcement-learning 3 random-forest 3 random forest 2 python3 2 explainable AI 2 regression 2 boosted-trees 2 saliency-map 2 evaluation 2 cnn 2 machine-learning-interpretability 2 model-agnostic-explanations 2 local-explanations 2 feature-selection 2 shap-values 2 plotly 2 permutation-importances 2 model-predictions 2 decision-tree 2 trustworthy-ai 2 interactive-plots 2 interactive-dashboards 2 inner-workings 2 hacktoberfest 2 data-scientists 2 dashboard 2 machinelearning 2 imbalance 2 feature importances 2 supervised learning 2 regression analysis 2 model visualization 2 model explanation 2 model transparency 2 model interpretability 2 data science 2 artificial intelligence 2 interpretable ai 2 xaiz 2