Science Session List
5 Years, 10 Sprints, A scikit-learn Open Source Journey
Reshama ShaikhCommunity, Science, Statistics
In this keynote, I will share highlights, challenges and lessons learned. (https://www.dataumbrella.org/sprints).
`python-m5p` - M5 Prime regression trees in python, compliant with scikit-learn
Sylvain MariéAlgorithms, Predictive Modelling, Science
`python-m5p` is an implementation of the M5P algorithm compliant with scikit-learn.
Easily build interactive plots and apps with hvPlot
Philipp Rudiger, Maxime LiquetData Visualization, Jupyter, Science
Do you use the .plot() API of pandas or xarray? Do you ever wish it was easier to try out different combinations of the parameters in your data-processing pipeline? Follow this tutorial to learn how to easily build interactive plots and apps with hvPlot.
Reproducible machine learning and science with python
Prabhant SinghBest Practice, Community, Science
Learn how to create reproducible workflows, benchmarks and studies with openml-python