Skip to main content

RapidGBM is a powerful Python package designed to streamline the process of tuning LightGBM models using the optimization framework Optuna.

Project description

RapidGBM

Documentaion: Click here

RapidGBM is a powerful Python package designed to streamline the process of tuning LightGBM models using the optimization framework Optuna. With RapidGBM, you can effortlessly fine-tune hyperparameters to achieve optimal model performance using an automated machine learning (AutoML) approach.

Classification Example:

Binder

Regression Example:

Binder

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

rapidgbm-0.1.0.tar.gz (54.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

rapidgbm-0.1.0-py3-none-any.whl (58.1 kB view details)

Uploaded Python 3

File details

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

File metadata

  • Download URL: rapidgbm-0.1.0.tar.gz
  • Upload date:
  • Size: 54.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.3.2 CPython/3.10.13 Linux/6.5.0-1016-azure

File hashes

Hashes for rapidgbm-0.1.0.tar.gz
Algorithm Hash digest
SHA256 7c9a799427964c6886b2b637c700b4cc7e8c091f0880d11bc90724e1a06af2db
MD5 99f9fcc377ed7d9f02d7cc95af426708
BLAKE2b-256 f3a8910012a8787ed8352e521452b74a668b80100edb5534a58291acd5574ba1

See more details on using hashes here.

File details

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

File metadata

  • Download URL: rapidgbm-0.1.0-py3-none-any.whl
  • Upload date:
  • Size: 58.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.3.2 CPython/3.10.13 Linux/6.5.0-1016-azure

File hashes

Hashes for rapidgbm-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 87e578dd4e125f2063676aef7bc4f3e3563eea51c6e0138a2d79cda9f7849cc9
MD5 d17d45f7ca89140d64aeb78794e5779e
BLAKE2b-256 259af51cfec064905a1e0cf9cbdbe584aee257d35a4bdc15318349915fab9f55

See more details on using hashes here.

Supported by

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