/mealpy-classification

Hyper-parameter tuning of classification model with Mealpy

Primary LanguagePythonMIT LicenseMIT

Hyper-parameter tuning of classification models using Mealpy of:

  1. SVM
  2. MLP
  3. CNN

Notes: Run too slow

  1. MLP, CNN: Can't complain, it takes time to train a single neural network

Environments


Open terminal in windows:

    python -m venv pve_mealpy_test
    pve_mealpy_test\Scripts\activate.bat
    pip install -r requirements.txt

Cite Us

If you are using mealpy in your project, we would appreciate citations:

@software{nguyen_van_thieu_2022_6684223,
  author       = {Nguyen Van Thieu and Seyedali Mirjalili},
  title        = {{MEALPY: a Framework of The State-of-The-Art Meta-Heuristic Algorithms in Python}},
  month        = jun,
  year         = 2022,
  publisher    = {Zenodo},
  version      = {v2.4.2},
  doi          = {10.5281/zenodo.6684223},
  url          = {https://doi.org/10.5281/zenodo.6684223}
}