rishiraj / autolgbm

LightGBM + Optuna: Auto train LightGBM directly from CSV files, Auto tune them using Optuna, Auto serve best model using FastAPI. Inspired by Abhishek Thakur's AutoXGB.

Date Created 2022-02-12 (2 years ago)

Commits 15 (last one 2 years ago)

Stargazers 35 (0 this week)

Watchers 1 (0 this week)

Forks 5

License apache-2.0

Ranking

RepositoryStats indexes 598,732 repositories, of these rishiraj/autolgbm is ranked #548,303 (8th percentile) for total stargazers, and #546,953 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #108,169/120,199.

rishiraj/autolgbm is also tagged with popular topics, for these it's ranked: python (#21,120/22396), machine-learning (#7,639/8091), data-science (#2,050/2147), automl (#202/212), hyperparameter-optimization (#117/122), kaggle (#113/121)

Other Information

rishiraj/autolgbm has Github issues enabled, there are 2 open issues and 0 closed issues.

Homepage URL: https://pypi.org/project/autolgbm/

All Topics

gbm gbdt gbrt automl kaggle python lightgbm data-science tabular-data decision-trees machine-learning gradient-boosting hyperparameter-optimization

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15 commits on the default branch (main) since jan '22

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updated: 2024-12-27 @ 05:32am, id: 458465516 / R_kgDOG1Og7A