Ecosyste.ms: Packages

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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
ContrXT
1 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
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
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
rai-test-utils 0.4.2
Common basic test utilities used across various RAI tools
7 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
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
atgfe 0.2.60
Automated Transparent Genetic Feature Engineering or ATgfe
3 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 models
10 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
raiutils 0.4.2
Common basic utilities used across various RAI tools
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
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
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 3.8% on pypi.org
tensorwatch 0.9.1
Interactive Realtime Debugging and Visualization for AI
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
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
explainax 0.0.1
JAX-based Model Explanation and Interpretation Library
1 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 Techniques
2 versions - Latest release: 3 months ago - 11 downloads last month - 25 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
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
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
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
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
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
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
Top 2.9% on pypi.org
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 sorting
117 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 data
15 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 models
3 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
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
Top 8.5% on pypi.org
acv-exp 1.2.3
ACV is a library that provides robust and accurate explanations for machine learning models or data
8 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
todo
33 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 framework
15 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 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
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 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
hyperbox-brain 0.1.5
A scikit-learn compatible hyperbox-based machine learning library in Python
6 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 Xplainable
34 versions - Latest release: 14 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: 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
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
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
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
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
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
xplainable 1.2.2
Real-time explainable machine learning for business optimisation
32 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 platform
1 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 nodes
2 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 library
1 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
erroranalysis 0.5.4
Core error analysis APIs
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
cluster-shapley 0.1.6
Explaining dimensionality reduction using SHAP values
3 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 method
16 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 method
1 version - Latest release: 4 months ago - 1 downloads last month - 20 stars on GitHub - 2 maintainers
ciu-py 1.0.7
Python documentation generator
9 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 AI
3 versions - Latest release: over 1 year ago - 3,250 stars on GitHub - 1 maintainer
erexplain 0.1.2
library to explain models for Entity Resolution
2 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
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
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 3 predictive-modeling 3 explanations 3 AI 3 model-visualization 3 deeplearning 3 rule-based 3 grad-cam 3 interpretml 3 differential-privacy 3 gradient-boosting 3 Explainable AI 3 statistics 2 visualizations 2 auto-ml 2 dataset 2 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 dashboards 1 random-forest 1 ensemble 1 expert-system 1 aix360 1 alibi 1 contrastive 1 fairness-indicators 1 prototypical 1 XaI 1 classification-models 1