Popular GitHub Repositories for Pydata

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

Machine learning with scikit-learn tutorial at PyData Chicago 2016

Materials for the Deploy and Monitor ML Pipelines with Python, Docker and GitHub Actions workshop at the PyData NYC 2024 conference

An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learning algorithm - in this case a Radom Forest regressor.

"Having Fun with Recurrent Neural Networks (RNNs)" - Tutorial for PyData 2017 - TensorFlow - Text [and songs] Generation

An open source benchmark for semi-supervised change point detection of type 1 diabetic meals from continuous glucose monitor time series data. Originally created to present to PyData Global 2024 in association with sktime and skchange.

PyData BSB code exploring and demonstrating the MLFlow projects functionality and how to used for experiment and run tracking.

Explore parallel computing with sorting algorithms and a deep neural network. Compare performance using Python's multithreading, multiprocessing, and GPU acceleration. ??