eflow

I designed this project to help make my life easier for my data science projects. It uses a combination of generating code in cell blocks (Check my testing/templates for example notebooks) and well designed objects for analysis and modeling. Currently it is far from done; (studying for GRE and have a full time job in my defense: ) ).

This project was mainly designed for and in Jupyter-Lab. I don't know how well it works in Jupyter-Notebook.

Documentation

Can be found by clicking on docs/build/html/index.html in eflow using sphinx or go to https://eflow.readthedocs.io/en/latest/index.html.

Installation

$ pip install eflow

Other commands/steps to make the project work properly

Ensuring the widgets work properly

$ jupyterlab nbextension enable --py widgetsnbextension --sys-prefix
$ jupyter nbextension enable --py widgetsnbextension --sys-prefix
$ jupyter labextension install @jupyter-widgets/jupyterlab-manager
$ jupyter lab clean
$ jupyter lab build

Getting natural language datasets setup. Start by opening up a Python Repl.

$ python
>>> nltk.download('wordnet')
>>> nltk.download('words')
>>> nltk.download('punkt')

Project Requirements

• Python >= 3.7
• Latest version's of the following packages:
  • jupyterlab
  • numpy
  • pandas
  • missingno
  • matplotlib
  • seaborn
  • sklearn
  • kneed
  • Pillow
  • tqdm
  • python-dateutil
  • scikit-plot
  • scipy
  • ipywidgets
  • ipython_blocking
  • nltk