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 plots
5 versions - Latest release: over 3 years ago - 1 dependent package - 99 stars on GitHub
dalex 1.5.0 💰
moDel Agnostic Language for Exploration and eXplanation
6 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 models
1 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 eXplanation
18 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
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