DOSA-Model/base_packages.yml at main · Wegatriespython/DOSA-Model · GitHub

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name: optimization_datascience_env
channels:
  - conda-forge
  - defaults
dependencies:
  # Core Python and optimization
  - python=3.11
  - ipopt=3.11.1
  - pip

  # Scientific computing
  - numpy
  - scipy
  - sympy
  - pandas
  - numba
  - dask

  # Statistics
  - statsmodels
  - scikit-learn
  - pingouin  # Advanced statistical functions

  # Visualization
  - matplotlib
  - seaborn
  - plotly


  # Image processing
  - pillow
  - scikit-image


  # Geospatial analysis
  - geopandas
  - folium

  # Other useful libraries
  - networkx
  - pyomo  # Optimization modeling language
  - beautifulsoup4  # Web scraping
  - requests  # HTTP library
  - tqdm  # Progress bars
  - h5py  # Handling HDF5 files

  # Development tools
  - pytest
  - black
  - flake8


# Note: You may want to specify versions for these packages if you need specific versions.