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A few incremental statistics using numpy

Project description

Incremental stats

pip install incrementalstats

A few incremental 1st order statistics in numpy. Currently:

  • Correlation (Pearson)
  • Covariance
  • Variance
  • Mean
  • Welch-t

Setup a venv

mkdir venv
virtualenv -p `which python3` venv
source venv/bin/activate

Option 1: Checkout hackable project

python -m pip install --upgrade pip
git clone https://github.com/ceesb/python-incrementalstats
pip install -e python-incrementalstats
cd python-incrementalstats

Now all the changes you make to this project source code are "live".

Option 2: Build a wheel

git clone https://github.com/ceesb/python-incrementalstats
cd python-incrementalstats
python -m build

Now you can distribute or install the wheel created in the dist folder.

$ ls dist/
incrementalstats-0.0.1-py3-none-any.whl  incrementalstats-0.0.1.tar.gz
pip install dist/incrementalstats-0.0.1-py3-none-any.whl

Run the tests

python -m unittest

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