Text classification with Machine Learning and Mealpy
- SVC (Support Vector Classification)
- NB (Naive Bayes)
- LC (Linear Classification)
- Random Forest Model (Bagging Model)
- Boosting Model
- Multi-Layer Perceptron
- CNN
- LSTM
- GRU
- Bidirectional RNN
- Recurrent Convolutional Neural Network
Environments
Open terminal in windows:
python -m venv pve_mealpy_test
pve_mealpy_test\Scripts\activate.bat
pip install -r requirements.txt
How to run
Please check out all the normal model first by running the script that end with word "normal". For example:
1. run_svc_normal.py
2. run_nb_normal.py
After that you can check out how to use MEALPY with above models by running the script end with word "mealpy". For example:
1. run_svc_mealpy.py
2. run_nb_mealpy.py
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}
}