Miscellanous Explanation Methods
Project description
EmXPS - Miscellaneous Explanation Methods
This package contains various implementations of feature importance and counterfactual explanations (aka actionable recourse) methods for research purposes.
Package under active development. Please use specific releases version from PyPi or conda for stable versions.
Installation
Using PIP:
pip install emxps
For developers
To use the package in editable mode use instead the following.
git clone https://github.com/emanuele-albini/emxps.git
pip install --editable emxps
Documentation
See here for the complete documentation of the modules.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
emxps-0.0.6.tar.gz
(53.6 kB
view details)
Built Distribution
emxps-0.0.6-py3-none-any.whl
(71.6 kB
view details)
File details
Details for the file emxps-0.0.6.tar.gz.
File metadata
- Download URL: emxps-0.0.6.tar.gz
- Upload date:
- Size: 53.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.9.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 0bc682840ba8302519f4fe04bb83683f604af792716c835f3a31873448bdba1b |
|
| MD5 | e9b15598ba989ed94dd1d48e718fe2c8 |
|
| BLAKE2b-256 | b38cf70fc2e38807e39abcb771c730443795ed551bd76dbf6ae9c219306f8a84 |
File details
Details for the file emxps-0.0.6-py3-none-any.whl.
File metadata
- Download URL: emxps-0.0.6-py3-none-any.whl
- Upload date:
- Size: 71.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.2 CPython/3.9.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 5d86133bc7cfe17b3a7c95f1a3287ab9fbe73d656366c67fa6ca5d0aaf5f159e |
|
| MD5 | f01b83f6f95c4ab183a372f620bea5cf |
|
| BLAKE2b-256 | ace6986101e5547d617b11ed8c7320dd35c3472e543028c88b24c49631e30618 |
