Very Basic package to store results of ML models
Project description
Scikit-res : Scikit-learn + results
About
Context
Very Basic package to store results of ML models Grid search results are hard to exploit. This package aims to store them in a more convenient way.
Installation
Clone the repository
Please clone the repository using the following command :
- for https :
git clone https://github.com/AlexandreGazagnes/skres.git
- for ssh :
git clone git@github.com:AlexandreGazagnes/skres.git
Install the dependencies
The project uses Poetry to manage its dependencies. Please install it using the following command :
pip install poetry
Then, please install the dependencies using the following command :
poetry install
Alternatively, you can install the dependencies using the following command :
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
pip install -r .utils/requirements-dev.txt
Usage
from skres import SkRes
grid_search = GridSearchCV(...)
grid_search.fit(X_train, y_train)
skres = SkRes(grid_search)
Contributing
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
License
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