Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
pypi.org "explainable-ml" keyword
explainable-cnn 1.0.0 💰
📦 Flexible visualization package for generatinglayer-wise explanations for CNNs.10 versions - Latest release: 10 months ago - 1 dependent repositories - 115 downloads last month - 213 stars on GitHub - 1 maintainer
contrxt 0.0.1
ContrXT1 version - Latest release: over 2 years ago - 1 dependent repositories - 23 downloads last month - 24 stars on GitHub - 2 maintainers
responsibleai-text 0.2.7
SDK API to assess text Machine Learning models.14 versions - Latest release: 9 days ago - 248 downloads last month - 1,227 stars on GitHub - 2 maintainers
Top 3.0% on pypi.org
47 versions - Latest release: 25 days ago - 5 dependent packages - 5 dependent repositories - 46.2 thousand downloads last month - 1,227 stars on GitHub - 1 maintainer
responsibleai 0.35.0
SDK API to explain models, generate counterfactual examples, analyze causal effects and analyze e...47 versions - Latest release: 25 days ago - 5 dependent packages - 5 dependent repositories - 46.2 thousand downloads last month - 1,227 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
47 versions - Latest release: 25 days ago - 1 dependent package - 10 dependent repositories - 4.07 thousand downloads last month - 1,227 stars on GitHub - 2 maintainers
raiwidgets 0.35.0
Interactive visualizations to assess fairness, explain models, generate counterfactual examples, ...47 versions - Latest release: 25 days ago - 1 dependent package - 10 dependent repositories - 4.07 thousand downloads last month - 1,227 stars on GitHub - 2 maintainers
Top 9.6% on pypi.org
7 versions - Latest release: 27 days ago - 3.06 thousand downloads last month - 1,227 stars on GitHub - 2 maintainers
rai-test-utils 0.4.2
Common basic test utilities used across various RAI tools7 versions - Latest release: 27 days ago - 3.06 thousand downloads last month - 1,227 stars on GitHub - 2 maintainers
responsibleai-vision 0.3.8
SDK API to assess image Machine Learning models.15 versions - Latest release: 9 days ago - 264 downloads last month - 1,227 stars on GitHub - 2 maintainers
Top 4.2% on pypi.org
4 versions - Latest release: 10 months ago - 53 dependent repositories - 880 downloads last month - 1,539 stars on GitHub - 1 maintainer
aix360 0.3.0
AI Explainability 360 v0.3.04 versions - Latest release: 10 months ago - 53 dependent repositories - 880 downloads last month - 1,539 stars on GitHub - 1 maintainer
atgfe 0.2.60
Automated Transparent Genetic Feature Engineering or ATgfe3 versions - Latest release: almost 4 years ago - 1 dependent repositories - 54 downloads last month - 21 stars on GitHub - 1 maintainer
slise 2.2.4
The SLISE algorithm for robust regression and explanations of black box models10 versions - Latest release: 2 days ago - 1 dependent repositories - 110 downloads last month - 5 stars on GitHub - 2 maintainers
Top 2.7% on pypi.org
7 versions - Latest release: 27 days ago - 9 dependent packages - 8 dependent repositories - 121 thousand downloads last month - 1,196 stars on GitHub - 1 maintainer
raiutils 0.4.2
Common basic utilities used across various RAI tools7 versions - Latest release: 27 days ago - 9 dependent packages - 8 dependent repositories - 121 thousand downloads last month - 1,196 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
14 versions - Latest release: 10 months ago - 3 dependent packages - 4 dependent repositories - 851 downloads last month - 805 stars on GitHub - 1 maintainer
omnixai 1.3.1
OmniXAI: An Explainable AI Toolbox14 versions - Latest release: 10 months ago - 3 dependent packages - 4 dependent repositories - 851 downloads last month - 805 stars on GitHub - 1 maintainer
Top 5.1% on pypi.org
30 versions - Latest release: about 2 months ago - 18 dependent repositories - 3.7 thousand downloads last month - 286 stars on GitHub - 1 maintainer
tf-keras-vis 0.8.7
Neural network visualization toolkit for tf.keras30 versions - Latest release: about 2 months ago - 18 dependent repositories - 3.7 thousand downloads last month - 286 stars on GitHub - 1 maintainer
Top 3.8% on pypi.org
14 versions - Latest release: about 4 years ago - 1 dependent package - 29 dependent repositories - 783 downloads last month - 3,366 stars on GitHub - 1 maintainer
tensorwatch 0.9.1
Interactive Realtime Debugging and Visualization for AI14 versions - Latest release: about 4 years ago - 1 dependent package - 29 dependent repositories - 783 downloads last month - 3,366 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
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
dalex 1.7.0 💰
Responsible Machine Learning in Python26 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
explainax 0.0.1
JAX-based Model Explanation and Interpretation Library1 version - Latest release: about 1 year ago - 15 downloads last month - 0 stars on GitHub - 2 maintainers
pytorch-lattice 0.2.0
A PyTorch Implementation Of Lattice Modeling Techniques2 versions - Latest release: 3 months ago - 11 downloads last month - 25 stars on GitHub - 2 maintainers
Top 1.4% on pypi.org
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
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
Top 6.0% on pypi.org
8 versions - Latest release: almost 3 years ago - 3 dependent repositories - 5.32 thousand downloads last month - 517 stars on GitHub - 1 maintainer
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
Top 2.3% on pypi.org
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
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
teex 1.1.3
A Toolbox for the Evaluation of Explanations10 versions - Latest release: about 1 year ago - 1 dependent repositories - 57 downloads last month - 14 stars on GitHub - 1 maintainer
mlm-bias 0.1.3
Bias Evaluation Methods for Masked Language Models implemented in PyTorch2 versions - Latest release: 3 months ago - 9 downloads last month - 3 stars on GitHub - 2 maintainers
pytolemaic 0.15.4
Package for ML model analysis56 versions - Latest release: almost 2 years ago - 1 dependent repositories - 422 downloads last month - 11 stars on GitHub - 2 maintainers
gam 1.3.0
Global Explanations for Deep Neural Networks6 versions - Latest release: over 2 years ago - 1 dependent repositories - 169 downloads last month - 31 stars on GitHub - 8 maintainers
Top 2.9% on pypi.org
33 versions - Latest release: 2 months ago - 2 dependent packages - 19 dependent repositories - 7.39 thousand downloads last month - 2,648 stars on GitHub - 1 maintainer
shapash 2.4.3
Shapash is a Python library which aims to make machine learning interpretable and understandable ...33 versions - Latest release: 2 months ago - 2 dependent packages - 19 dependent repositories - 7.39 thousand downloads last month - 2,648 stars on GitHub - 1 maintainer
classixclustering 1.2.5
Fast and explainable clustering based on sorting117 versions - Latest release: about 1 month ago - 1 dependent repositories - 464 downloads last month - 81 stars on GitHub - 1 maintainer
acv-dev 0.0.15
ACV is a library that provides robust and accurate explanations for machine learning models or data15 versions - Latest release: over 1 year ago - 1 dependent repositories - 1.27 thousand downloads last month - 98 stars on GitHub - 1 maintainer
acvt45 1.1.3
ACV is a library that provides robust and accurate explanations for machine learning models3 versions - Latest release: over 2 years ago - 1 dependent repositories - 39 downloads last month - 98 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
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
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
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
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
Top 8.5% on pypi.org
8 versions - Latest release: over 1 year ago - 1 dependent package - 3 dependent repositories - 800 downloads last month - 95 stars on GitHub - 1 maintainer
acv-exp 1.2.3
ACV is a library that provides robust and accurate explanations for machine learning models or data8 versions - Latest release: over 1 year ago - 1 dependent package - 3 dependent repositories - 800 downloads last month - 95 stars on GitHub - 1 maintainer
tsinterpret 0.4.5
todo33 versions - Latest release: about 1 month ago - 668 downloads last month - 99 stars on GitHub - 2 maintainers
xpotato 0.1.5
XAI human-in-the-loop information extraction framework15 versions - Latest release: about 1 year ago - 2 dependent repositories - 132 downloads last month - 46 stars on GitHub - 2 maintainers
craft-xai 0.0.3
Automatic Concept Extraction with CRAFT3 versions - Latest release: 10 months ago - 74 downloads last month - 570 stars on GitHub - 2 maintainers
Top 7.6% on pypi.org
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
xplique 1.3.3
Explanations toolbox for Tensorflow 223 versions - Latest release: 5 months ago - 2 dependent packages - 2 dependent repositories - 1.58 thousand downloads last month - 570 stars on GitHub - 4 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
fairput 0.0.1
Fair Machine Learning Outputs1 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 dependence7 versions - Latest release: 8 months ago - 53 downloads last month - 5 stars on GitHub - 4 maintainers
hyperbox-brain 0.1.5
A scikit-learn compatible hyperbox-based machine learning library in Python6 versions - Latest release: almost 2 years ago - 1 dependent repositories - 67 downloads last month - 28 stars on GitHub - 2 maintainers
antakia 0.4.4
AI made Xplainable34 versions - Latest release: 14 days ago - 620 downloads last month - 13 stars on GitHub - 3 maintainers
Top 3.2% on pypi.org
47 versions - Latest release: 2 months ago - 6 dependent packages - 4 dependent repositories - 56 thousand downloads last month - 1,234 stars on GitHub - 1 maintainer
imodels 1.4.3
Implementations of various interpretable models47 versions - Latest release: 2 months ago - 6 dependent packages - 4 dependent repositories - 56 thousand downloads last month - 1,234 stars on GitHub - 1 maintainer
deep-xf 0.0.5
DEEPXF - An open-source, low-code explainable forecasting and nowcasting library with state-of-th...5 versions - Latest release: over 2 years ago - 1 dependent repositories - 42 downloads last month - 110 stars on GitHub - 2 maintainers
cnn-raccoon 0.9.5
Create interactive dashboards for your Convolutional Neural Networks (CNNs) with a single line of...5 versions - Latest release: over 3 years ago - 1 dependent repositories - 15 downloads last month - 31 stars on GitHub - 2 maintainers
Top 6.7% on pypi.org
5 versions - Latest release: about 2 years ago - 10 dependent repositories - 905 downloads last month - 207 stars on GitHub - 2 maintainers
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 6.2% on pypi.org
5 versions - Latest release: over 2 years ago - 24 dependent repositories - 310 downloads last month - 1,032 stars on GitHub - 2 maintainers
xai 0.1.0
XAI - An industry-ready machine learning library that ensures explainable AI by design5 versions - Latest release: over 2 years ago - 24 dependent repositories - 310 downloads last month - 1,032 stars on GitHub - 2 maintainers
carla-recourse 0.0.5
A library for counterfactual recourse2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 90 downloads last month - 262 stars on GitHub - 2 maintainers
exmoset 0.1.0
Automating the generation of human readable descriptions of arbitrary subsets of molecular space.2 versions - Latest release: about 3 years ago - 1 dependent repositories - 9 downloads last month - 4 stars on GitHub - 2 maintainers
Top 7.5% on pypi.org
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
nlp-feature-extractors 0.1.0
NLP Feature Extractors4 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
xplainable 1.2.2
Real-time explainable machine learning for business optimisation32 versions - Latest release: 2 months ago - 213 downloads last month - 52 stars on GitHub - 6 maintainers
cfai 0.1.0
The package for counterfactual explanations on Pytorch platform1 version - Latest release: about 3 years ago - 1 dependent repositories - 15 downloads last month - 46 stars on GitHub - 2 maintainers
nnplot 1.0.1
Plot Neural Networks and the weights of the links between their nodes2 versions - Latest release: over 4 years ago - 1 dependent repositories - 15 downloads last month - 9 stars on GitHub - 2 maintainers
smace 0.0
Semi-Model-Agnostic Contextual Explainer library1 version - Latest release: over 1 year ago - 2 downloads last month - 7 stars on GitHub - 2 maintainers
explabox 0.9b7
Explore/examine/explain/expose your model with the explabox!6 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 27 downloads last month - 12 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
Top 3.0% on pypi.org
60 versions - Latest release: 26 days ago - 2 dependent packages - 8 dependent repositories - 51.2 thousand downloads last month - 1,198 stars on GitHub - 1 maintainer
erroranalysis 0.5.4
Core error analysis APIs60 versions - Latest release: 26 days ago - 2 dependent packages - 8 dependent repositories - 51.2 thousand downloads last month - 1,198 stars on GitHub - 1 maintainer
cluster-shapley 0.1.6
Explaining dimensionality reduction using SHAP values3 versions - Latest release: over 1 year ago - 1 dependent repositories - 30 downloads last month - 47 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
py-ciu 0.5.0
Python implementation of the Contextual Importance and Utility (CIU) explainable AI method16 versions - Latest release: 4 months ago - 1 dependent repositories - 19 downloads last month - 20 stars on GitHub - 3 maintainers
karys-crazy-test 0.5.0
Python implementation of the Contextual Importance and Utility (CIU) explainable AI method1 version - Latest release: 4 months ago - 1 downloads last month - 20 stars on GitHub - 2 maintainers
ciu-py 1.0.7
Python documentation generator9 versions - Latest release: over 1 year ago - 5 downloads last month - 20 stars on GitHub - 2 maintainers
tensorwatchetx 1.0.2 removed
Extension for tensorwatch :Interactive Realtime Debugging and Visualization for AI3 versions - Latest release: over 1 year ago - 3,250 stars on GitHub - 1 maintainer
erexplain 0.1.2
library to explain models for Entity Resolution2 versions - Latest release: almost 4 years ago - 1 dependent repositories - 2 downloads last month - 2 stars on GitHub - 1 maintainer
Top 7.5% on pypi.org
56 versions - Latest release: over 3 years ago - 2 dependent repositories - 874 downloads last month - 380 stars on GitHub - 4 maintainers
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
Top 6.4% on pypi.org
10 versions - Latest release: about 1 year ago - 8 dependent repositories - 476 downloads last month - 1,769 stars on GitHub - 2 maintainers
dive-into-graphs 1.1.0
DIG: Dive into Graphs is a turnkey library for graph deep learning research.10 versions - Latest release: about 1 year ago - 8 dependent repositories - 476 downloads last month - 1,769 stars on GitHub - 2 maintainers
Related Keywords
explainable-ai
52
machine-learning
44
interpretability
26
explainability
25
xai
18
python
18
data-science
18
interpretable-machine-learning
16
deep-learning
13
ml
12
visualization
12
fairness
11
jupyter
10
data-analysis
10
machinelearning
10
responsible-ai
10
interpretable-ai
10
ai
10
data-visualization
9
fairness-ai
9
fairness-ml
9
widgets
8
error-analysis
8
widget
8
explainable-artificial-intelligence
8
ui
8
interpretable-ml
7
artificial-intelligence
7
pytorch
6
xai-library
6
transparency
5
bias
5
scikit-learn
5
iml
5
tensorflow
4
shapley
4
blackbox
4
counterfactual-explanations
4
Explainable Artificial Intelligence
4
saliency
3
machine learning
3
shap
3
counterfactual
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predictive-modeling
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AI
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model-visualization
3
deeplearning
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grad-cam
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interpretml
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3
gradient-boosting
3
Explainable AI
3
statistics
2
visualizations
2
auto-ml
2
dataset
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bias-evaluation
2
recourse
2
reinforcement-learning
2
XAI
2
visualization-tools
2
feature-importance
2
explanation
2
monitoring
2
debug
2
jupyter-notebook
2
keras
2
debugging
2
explanatory-model-analysis
2
explainable
2
time-series
2
neural-networks
2
CIU
2
rules
2
transformers
2
Contextual Importance and Utility
2
Explainable
2
nlp
2
classification
2
clustering
2
keras-visualization
2
debugging-tool
2
score-cam
2
siamese-neural-network
1
time-series-analysis
1
timeseries
1
convolutional-neural-networks
1
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random-forest
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ensemble
1
expert-system
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aix360
1
alibi
1
contrastive
1
fairness-indicators
1
prototypical
1
XaI
1
classification-models
1