Classifier Calibration with Khiops
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Project description
khalib
khalib is a classifier probability calibration package powered by the Khiops AutoML
suite.
Features
KhalibClassifier: A scikit-learn estimator to calibrate classifiers with a similar interface as CalibratedClassifierCV.calibration_error: A function to estimate the Estimated Calibration Error (ECE).build_reliability_diagram: A function to build a reliability diagram.
These features are based on Khiops's non-parametric supervised histograms, so there is no need to specify the number and width of the bins, as they are automatically estimated from data.
See the documentation for more information.
Installation
pip install khalib
Documentation
Project details
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
khalib-0.6.tar.gz
(15.5 kB
view details)
File details
Details for the file khalib-0.6.tar.gz.
File metadata
- Download URL: khalib-0.6.tar.gz
- Upload date:
- Size: 15.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5fdeb2717186eb96af59601132d56b86220bb24020f20722af3f360c0faa7186
|
|
| MD5 |
aff6be0ef9904490df18a927941851d8
|
|
| BLAKE2b-256 |
4d564ac9ef28bdbbbbf12e898c501f2314c7db33a6837f859688e8af7d7b9e8e
|
Provenance
The following attestation bundles were made for khalib-0.6.tar.gz:
Publisher:
package.yaml on KhiopsLab/khalib
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
khalib-0.6.tar.gz -
Subject digest:
5fdeb2717186eb96af59601132d56b86220bb24020f20722af3f360c0faa7186 - Sigstore transparency entry: 2062946037
- Sigstore integration time:
-
Permalink:
KhiopsLab/khalib@a791424b5cdb2c1139c2bab9b51f17b9f4608f45 -
Branch / Tag:
refs/tags/0.6 - Owner: https://github.com/KhiopsLab
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
package.yaml@a791424b5cdb2c1139c2bab9b51f17b9f4608f45 -
Trigger Event:
workflow_dispatch
-
Statement type:
