Skip to main content

LightGBM for label-imbalanced data with focal and weighted loss function

Project description

release Pythonv License Lint

This repository contains implementations of weighted loss and focal loss functions specifically designed for classification problems using LightGBM.

Installation

pip install imlightgbm

Example

Please refer to the Examples provided for further clarification.

Acknowledgements

This repository would not exist without the excellent work from:

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

imlightgbm-0.1.0.tar.gz (10.6 kB view details)

Uploaded Source

Built Distribution

imlightgbm-0.1.0-py3-none-any.whl (12.9 kB view details)

Uploaded Python 3

File details

Details for the file imlightgbm-0.1.0.tar.gz.

File metadata

  • Download URL: imlightgbm-0.1.0.tar.gz
  • Upload date:
  • Size: 10.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.8.3 CPython/3.12.1 Linux/6.8.0-1014-azure

File hashes

Hashes for imlightgbm-0.1.0.tar.gz
Algorithm Hash digest
SHA256 5556f17d02ac31e4a9939e9cadfcd92de2b2272abbe63a290e2ace90f4f905ad
MD5 974a81e123fd1482585a9393c6eb3bc4
BLAKE2b-256 461ad6b33973bd50e6b8da72d26f3d82e4c807f7ce9e5d36a07241525790656f

See more details on using hashes here.

File details

Details for the file imlightgbm-0.1.0-py3-none-any.whl.

File metadata

  • Download URL: imlightgbm-0.1.0-py3-none-any.whl
  • Upload date:
  • Size: 12.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.8.3 CPython/3.12.1 Linux/6.8.0-1014-azure

File hashes

Hashes for imlightgbm-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 8752e6654e6aaf6b41f78263960efb3aaa757d744b0a1f161d9219606242199f
MD5 bec026353d42f7d336841fd2e80e1bc8
BLAKE2b-256 b28ad8c0bcddbe9783faf206159f8dd81dc14cddfb054f07bd60b86ff2404478

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page