environment.yml

# In terminal, run: conda env create -f environment.yml
# To update, run: conda env update -f environment.yml
name: free_python_tips
channels:
  - anaconda
  - conda-forge
  - defaults
dependencies:
  - python=3.7.1
  - pip
  - pip:
      # Core Data
      - numpy==1.20.2
      - pandas==1.2.2

      # R Data
      - plydata==0.4.3
      - siuba==0.0.24
      - datatable

      # Visualization
      - matplotlib==3.3.4
      - plotnine==0.7.1
      - mizani==0.7.2
      - plotly==4.14.3
      - altair==4.1.0

      # EDA
      - pandas-profiling
      - ppscore==1.2.0
      - pyjanitor==0.20.14

      # Modeling & Machine Learning
      - statsmodels
      - nltk==3.5
      - h2o==3.32.0.3
      - pycaret==2.3.0
      - scikit-learn==0.23.2
      - xgboost==0.90
      - lightgbm==3.1.1
      - catboost==0.24.4
      - sklearn-pandas==2.0.4
      - scikit-misc==0.1.3

      # Time Series
      - sktime==0.5.3
      - pmdarima==1.8.1
      - tsfresh==0.17.0

      # Scalability & Automation
      - dask==2.30.0
      - dask-ml==1.8.0
      - dask-xgboost==0.1.11
      - zict==1.0.0
      - joblib==1.0.1

      # API
      - fastapi==0.63.0
      - uvicorn==0.13.4

      # Database
      - sqlalchemy==1.4.7

      # Excel
      - xlsxwriter==1.3.7
      - openpyxl

      # Jupyter
      - jupyterlab==3.0.13
      - jupyterlab-server==2.4.0
      - jupyter-packaging==0.7.12
      - jupyter-server==1.6.1 # Solves ImportError: cannot import name 'get_version_info' from 'jupyter_packaging'
      - ipywidgets==7.6.3
      - ipympl==0.7.0
      - jupytext
      - papermill==2.3.3
      - nbconvert==5.6.1

      # Apps
      - streamlit==0.80.0

      # Terminal Formatting
      - rich

      # Extending Pandas
      - pandas_flavor

      # R users
      - radian
      - jedi==0.17.2