model-explain
A comprehensive Python package for interpreting and explaining machine learning and deep learning models. Includes support for feature attention mechanisms and integrates popular explanation methods such as LIME, SHAP, Grad-CAM, permutation importance, and saliency maps. Offers a unified interface for tabular, image, and other data types to enhance model transparency and interpretability.
model-explain has been downloaded 7,171 times in total on PyPI, including 1,660 in the last 30 days. The latest version is 0.5.0, released Oct 30, 2025.
Downloads
Weekly, last 90d.
Includes CI traffic.
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0135.4%
0.5.0
1.1k downloadsDownloads1.1k35.4% - 0221.5%
0.4.1
663 downloadsDownloads66321.5% - 0312.8%
0.4.0
393 downloadsDownloads39312.8% - 049.8%
0.3.1
302 downloadsDownloads3029.8% - 057.9%
0.3.0
244 downloadsDownloads2447.9% - 066.6%
0.1.0
202 downloadsDownloads2026.6% - 076.0%
0.2.0
184 downloadsDownloads1846.0%
Guess the next day
Thirteen recent days of model-explain downloads. Drag the green handle on the right to guess where day fourteen lands.