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A minimal setup to let you crunch numbers like a pro. Read the article:

License: MIT License

Python 1.20% Jupyter Notebook 98.80%

data-science-python-setup's Introduction

Data Science Python Project Setup

A minimal setup to let you crunch numbers like a pro.

Read the full article on Medium.

If you like to use the repository as a blueprint for your own projects just follow the steps below.

Replace data-science-project with you project/environment name in:

.travis.yml
environment.yml
README.md
setup.py

Replace the package information in the setup.py with your own.

Setup

Miniconda

Skip this step if you have Anaconda or Miniconda installed already!

Linux

wget -O ~/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
bash ~/miniconda.sh -b -p ~/miniconda
rm ~/miniconda.sh
export PATH="$HOME/miniconda/bin:$PATH"
conda init

Mac OS X

curl -fSL -o ~/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-x86_64.sh
bash ~/miniconda.sh -b -p ~/miniconda
rm ~/miniconda.sh
export PATH="$HOME/miniconda/bin:$PATH"
conda init

Project

git clone https://github.com/datasciencejob-de/data-science-python-setup.git

conda env create -f environment.yml
conda activate data-science-project

Usage

conda env update -f environment.yml
conda activate data-science-project
jupyter notebook

Data

See the Data README for more infos.

Tests

flake8 # Run code style checks
pytest # Run the tests

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data-science-python-setup's Issues

Fehlende Initialisierung Conda

Hallo Manuel,

durch bash ~/miniconda.sh -b -p ~/miniconda wird conda beim Aufsetzen nicht initiatlisiert.
Es fehlt dann ein /home/username/miniconda3/bin/conda init damit alles funktioniert.

LG Stephan

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