exlib
exlib is a comprehensive package showcasing our lab's work on explanation methods, featuring user-friendly modules for easy application of various techniques.
Installation
pip install exlib
To use pytorch-gradcam, install our customized and expanded version at
pip install grad-cam@git+https://github.com/brachiolab/pytorch-grad-cam
Projects
We list below some relevant projects that use exlib heavily.
The FIX Benchmark: Extracting Features Interpretable to eXperts
- Documentation available here.
- Quick-start tutorial notebook at
fix_demo.py - [Paper] [Website] [Blog Post]
1 maintainer
Metadata
1 maintainer
Release files for exlib 0.2.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| exlib-0.2.1.tar.gz | 179.5 kB | Without provenance | Details for exlib-0.2.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| exlib-0.2.1-py3-none-any.whl | Python 3 | none | any | Details for exlib-0.2.1-py3-none-any.whl |
Total release size: 417.8 kB
Release files / exlib-0.2.1.tar.gz
| Download URL | exlib-0.2.1.tar.gz |
|---|---|
| Size | 179.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.1 CPython/3.9.5
|
Release files / exlib-0.2.1-py3-none-any.whl
| Download URL | exlib-0.2.1-py3-none-any.whl |
|---|---|
| Size | 238.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.1 CPython/3.9.5
|
Security for exlib 0.2.1
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