Capacity, etc.

• Development Notes
• References

Development Notes

The environment is miscellaneous

  conda create --prefix .../miscellaneous
  conda activate miscellaneous

The set-up includes

    conda install -c anaconda python==3.8.13
    
    conda install -c anaconda dask==2021.10.0 # installs: numpy, pandas
    conda install -c anaconda python-graphviz # installs: graphviz
    conda install -c anaconda pywin32 jupyterlab nodejs # installs: requests, urllib3
    conda install -c anaconda pytest coverage pylint pytest-cov
    
    # For Excel
    conda install -c anaconda xlrd
	conda install -c anaconda openpyxl
    
    # For Bayesian Modelling
    conda install -c anaconda pymc3
    
    # For Modelling
    conda install -c anaconda scikit-learn
    
    # Graphing Packages
    conda install -c anaconda matplotlib
    conda install -c anaconda seaborn
    
    # imbalanced
    pip install -U imbalanced-learn
	
    # For shell script verification
    pip install shellcheck-py

    # For Modelling
    pip install yellowbrick

For more about Dask, refer to https://docs.dask.org/en/latest/install.html. In terms of requirements

    pip freeze -r docs/filter.txt > requirements.txt

References

• Time Series Analysis
  • Python datetime.datetime.strptime
  • Numpy datetime
  • Pandas time series functios