Active Learning Benchmarks
MIT License
Pardon the pun.
This repository contains some active learning benchmarks based on modAL. The experimental loop that collects data can be found in the skteach.py file.
skteach.py
The "base-example.ipynb" file is a good starting point.
Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller
Materials for the "Advanced Scikit-learn" class in the afternoon
Teaching materials for the machine learning and deep learning classes at Stanford and Cornell
Jupyter notebooks from the scikit-learn video series
One hour interactive training for ML with scikit-learn
Here are the notebooks used during the spacy youtube series.
Introduction to scikit-learn: Machine Learning in Python
Tutorial on scikit-learn and IPython for parallel machine learning
Scipy 2018 scikit-learn tutorial by Guillaume Lemaitre and Andreas Mueller
Introduction to Scikit-Learn and Pandas
[WIP] Learning resources and practical tips on how to use Jupyter notebooks for fun & profit.
Scikit-learn tutorial at SciPy2016