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Project description

This is the final project for my machine learning class

Content directories

  • data: store here your small additional datasets (<50Mo)
  • models : store your trained models
  • tests: store here your code dedicated to small tests
  • notebooks: store here your notebooks dedicated to analyses
  • scripts: store here your code structured as python packages for automation of your workflow
  • results : store here your results (pictures, model performance, ... )

Steps to start working on the project

0. Initialize conda

with powershell (for widows users) :

conda init powershell

or bash-like shells (linux & macOS users):

conda init

1. Create a new virtual environment and activate it

with pyenv virtualenv:

	pyenv virtualenv clustering_OFF && pyenv activate clustering_OFF

or conda:

	conda clustering_OFF && conda activate clustering_OFF

2. Install required librairies

  	pip install -r requirements

While you work on the project, don't forget to update therequirements.txt

3. Start coding

You can look at notebooks/project_starter.ipynb for your first steps :

  • load data set

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