A robust SHAP explainer wrapper for PyTorch Geometric models.
Project description
PyG-SHAP
A robust wrapper bridging the Euclidean sampling mechanisms of Captum with the non-Euclidean batching of PyTorch Geometric (PyG). Designed specifically for complex QSAR modelling, including multi-task toxicity prediction and molecular property prediction (e.g., DPD-Cancer models achieving target MCCs of 0.6010).
Installation
pip install pyg-captum-shap
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file pyg_captum_shap-0.1.1.tar.gz.
File metadata
- Download URL: pyg_captum_shap-0.1.1.tar.gz
- Upload date:
- Size: 3.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e009006578fd0850e5c4fa9cfdb43cb1ea7ee15af6422f6314a153b77ac33602
|
|
| MD5 |
0dc007d7854c1afb07cc3ed88623e9a2
|
|
| BLAKE2b-256 |
6f693689a61ce6b889c31e3f0eb863fcf1875bdca4f57dde65b88632c8635d0a
|
File details
Details for the file pyg_captum_shap-0.1.1-py3-none-any.whl.
File metadata
- Download URL: pyg_captum_shap-0.1.1-py3-none-any.whl
- Upload date:
- Size: 4.2 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
418bf1cc3780290550209b072e78906e1e53c176bc914c48f0004a3efe3c4c1b
|
|
| MD5 |
51e79728fa5b1b4330085da26a4a05d6
|
|
| BLAKE2b-256 |
8a6077bd9e2be0243d5863027164d3c448d4256dd0e6d0df108459ee51a65898
|
