analysis of knuckleball pitchers in ML
- Set up conda environment
- create environment from .yml file:
conda env create -f environment.yml
- additonally install
pybaseball
package into that environment:pip install pybaseball
- (couldn't get pipenv to play nicely with juypter on the PC I used for this + wasn't worth untangling for this quick project)
-
(optional, if you want to refresh list of knuckleballers): run notebooks in
notebooks/helpers/*
in order- otherwise the default list is already saved in
data/input
- otherwise the default list is already saved in
-
run
notebooks/knuckleball_trend.ipynb
notebook and view result