CLA Framework
Framework untuk Collaborative Learning with Abstention (CLA) yang menyediakan:
- Engine untuk menjalankan CLA
- Threshold agreement policy
- Linear contribution explainer
- Evaluasi kalibrasi (ECE, Brier Score, Coverage, Overconfident Error Rate)
- Visualisasi calibration curve & reliability diagram
🚀 Instalasi
Dari PyPI:
pip install cla-framework
Metadata
Release files for cla-framework 0.1.0
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 | |
|---|---|---|---|---|
| cla_framework-0.1.0.tar.gz | 5.5 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| cla_framework-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 12.2 kB
Release files / cla_framework-0.1.0.tar.gz
| Download URL | cla_framework-0.1.0.tar.gz |
|---|---|
| Size | 5.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
842f78d6e8f0516b8282dc7166975c6e710024822e0ffb09906f5660a9e9a553
|
|
BLAKE2b-256 checksum How to use checksums |
8bcbfcf11d8db6b18cd7cf75d56356ddd96229c0a840043ddba396ac4b2ee77c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.3
|
Release files / cla_framework-0.1.0-py3-none-any.whl
| Download URL | cla_framework-0.1.0-py3-none-any.whl |
|---|---|
| Size | 6.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
93aebf01e63bd89f816030d5ab54af40077eeb6ac28084338012e134c7cd8e1b
|
|
BLAKE2b-256 checksum How to use checksums |
64d5cc454f78e8be1fc68fe3f75a31d01488ab624d7683ae136838df52f6bc5c
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.3
|
Security for cla-framework 0.1.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.