Optuna-Tuning-Hyperparametro

Full project for Machine Learning real-world: 'Mirelle Bueno | Optuna: O melhor otimizador de hiperparâmetros?' (from DyData São Paulo) by Marcus Mariano

For more information about Marcus Mariano: Web site

Contents

1. Introduction
2. Links
3. Packages
4. Code
5. How to Run
6. Authors
7. License

Introduction

Hyperparameter Tuning with Optuna and compare with GridSearchCV.

Mirelle Bueno | Optuna: O melhor otimizador de hiperparâmetros? DyData São Paulo

• Builtins

  • time

• Packages

  • Pandas

  • Numpy

  • matplotlib

  • plotly

  • sklearn

    • fetch_20newsgroups
    • CountVectorizer
    • TfidfTransformer
    • Pipeline
    • GridSearchCV
    • RandomizedSearchCV
    • cross_val_score

  • optuna

• Dev-packages

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Code

Notebooks

To view notebook with my codes click here

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How to Run

Jupyter Notebook Version 6.0.3

Python 3.9.7 (default, Sep 16 2021, 16:59:28) [MSC v.1916 64 bit (AMD64)]
Type 'copyright', 'credits' or 'license' for more information
IPython 8.3.0 -- An enhanced Interactive Python. Type '?' for help.

Authors

• Marcus Mariano

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License

Code and documentation are available according to the GNU GENERAL PUBLIC LICENSE Version 3 (see LICENSE).