environment.yml

# run to install: conda env create --file environment.yml
# run to update: conda env update --name myenv --file environment.yml --prune
# run using mamba to install: mamba env create -f environment.yml
name: py_ml_packaging_classification

channels:
- conda-forge
- pytorch

dependencies:
# conda installation
- python>=3.12
- pip
- mamba
- autogluon>=1.2
- bokeh>=3.6.1
- imbalanced-learn>=0.12.4
- ipykernel>=6.29.5
- ipython-genutils>=0.2.0
- ipywidgets>=8.1.5
- jsonschema>=4.21.1
- jupyter>=1.1.1
- lightgbm>=4.5.0
- lightning>=2.4.0
- matplotlib>=3.7.5
- mlflow>=2.18.0
- notebook>=7.0.7
- numpy>=1.22
- optuna>=4.1.0
- pandas-datareader>=0.10.0
- pandas>=2.0
- pycaret
- pyyaml>=6.0.2
- scikit-learn>=1.1
- scipy>=1.11.4
- seaborn>=0.13.2
- torch>=2.4.1
- jupyterlab>=4.3.1
- pytest>=8.1.1

- pip:
  # pip installation
  # - optuna.integration
  - black
  - 'black[jupyter]'
  - isort
  - optuna.integration>=4.1.0
  - uv>=0.5.5
  - ruff