Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
conda-forge.org "interpretability" keyword
captum 0.5.0
Captum is a model interpretability and understanding library for PyTorch. Captum means comprehens...2 versions - Latest release: about 2 years ago - 2 dependent packages - 10 dependent repositories - 3,817 stars on GitHub
alibi 0.7.0
[Alibi](https://docs.seldon.io/projects/alibi) is an open source Python library aimed at machine ...4 versions - Latest release: almost 2 years ago - 1,964 stars on GitHub
erroranalysis 0.3.12
**Responsible AI Toolbox**: `erroranalysis` Responsible AI is an approach to assessing, developi...8 versions - Latest release: over 1 year ago - 886 stars on GitHub
xplique 0.4.2
<b>Xplique</b> is a Python toolkit dedicated to explainability, currently based on Tensorflow. Th...3 versions - Latest release: over 1 year ago - 404 stars on GitHub
r-breakdown 0.2.1 💰
Model Agnostics breakDown plots5 versions - Latest release: over 3 years ago - 1 dependent package - 99 stars on GitHub
dalex 1.5.0 💰
moDel Agnostic Language for Exploration and eXplanation6 versions - Latest release: over 1 year ago - 1,172 stars on GitHub
transformers-interpret 0.8.1
Transformers Interpret is a model explainability tool designed to work exclusively with the :hugs...1 version - Latest release: over 1 year ago - 981 stars on GitHub
grad-cam 1.4.0
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classific...5 versions - Latest release: almost 2 years ago - 7,013 stars on GitHub
r-ibreakdown 2.0.1
Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)3 versions - Latest release: almost 3 years ago - 2 dependent packages - 77 stars on GitHub
xai 0.1.0
XAI is a Machine Learning library that is designed with AI explainability in its core. XAI contai...1 version - Latest release: over 2 years ago - 893 stars on GitHub
fasttreeshap 0.1.2
Fast SHAP value computation for interpreting tree-based models1 version - Latest release: over 1 year ago - 386 stars on GitHub
torchcam 0.3.2 💰
Simple way to leverage the class-specific activation of convolutional layers in PyTorch.2 versions - Latest release: over 1 year ago - 1,256 stars on GitHub
r-dalex 2.4.2 💰
moDel Agnostic Language for Exploration and eXplanation18 versions - Latest release: almost 2 years ago - 1 dependent package - 1,173 stars on GitHub
raiutils 0.2.0
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment us...1 version - Latest release: almost 2 years ago - 1 dependent package - 741 stars on GitHub
Top 3.2% on conda-forge.org
26 versions - Latest release: almost 2 years ago - 16 dependent packages - 51 dependent repositories - 18,811 stars on GitHub
shap 0.41.0
SHAP (SHapley Additive exPlanations) is a unified approach to explain the output of any machine l...26 versions - Latest release: almost 2 years ago - 16 dependent packages - 51 dependent repositories - 18,811 stars on GitHub
Related Keywords
machine-learning
11
explainable-ai
9
xai
8
explainable-ml
7
data-science
5
iml
4
deep-learning
4
fairness
4
responsible-ai
4
explainability
4
explanations
3
ml
3
explanatory-model-analysis
2
explainable-artificial-intelligence
2
dalex
2
black-box
2
shapley
2
feature-importance
2
interpretable-machine-learning
2
model-visualization
2
predictive-modeling
2
responsible-ml
2
shap
2
computer-vision
2
pytorch
2
score-cam
2
interpretable-ai
2
grad-cam
2
interpretable-deep-learning
2
data-analysis
2
data-visualization
2
error-analysis
2
fairness-ai
2
fairness-ml
2
jupyter
2
machinelearning
2
ui
2
visualization
2
widget
2
widgets
2
xai-library
1
lightgbm
1
upsampling
1
machine-learning-explainability
1
imbalance
1
evaluation
1
downsampling
1
bias-evaluation
1
random-forest
1
xgboost
1
activation-maps
1
class-activation-map
1
cnn
1
gradcam
1
gradcam-plus-plus
1
python
1
saliency-map
1
smoothgrad
1
gradient-boosting
1
feature-attribution
1
interpretable-ml
1
counterfactual
1
visual-explanations
1
captum
1
model-explainability
1
natural-language-processing
1
neural-network
1
nlp
1
transformers
1
transformers-model
1
class-activation-maps
1
image-classification
1
object-detection
1
vision-transformers
1
visualizations
1
breakdown
1
ai
1
artificial-intelligence
1
bias
1