Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / ayjab / tune_ml
This repository is useful for tuning machine learning models for both classification and regression using four methods: Bayesian Optimization, Random Search, Grid Search, and Optuna.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ayjab%2Ftune_ml
Stars: 0
Forks: 0
Open Issues: 0
License: None
Language: Python
Repo Size: 53.7 KB
Dependencies:
9
Created: 8 months ago
Updated: 6 months ago
Last pushed: 5 months ago
Last synced: 5 months ago
Topics: bayesian-optimization, gridsearchcv, machine-learning, optuna, random-search
Files
Dependencies
- PyYAML ==5.4.1
- matplotlib ==3.4.3
- numpy ==1.21.2
- optuna ==2.10.0
- pandas ==1.3.3
- scikit-learn ==0.24.2
- scikit-optimize ==0.8.1
- seaborn ==0.11.2
- xgboost ==1.4.2