Dave Williams's starred repositories
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
recommenders
Best Practices on Recommendation Systems
engineeringladders
A framework for Engineering Managers
safaribooks
Download and generate EPUB of your favorite books from O'Reilly Learning (aka Safari Books Online) library.
filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
gitattributes
A collection of useful .gitattributes templates
alfred-pocket
Manage your Pocket list with Alfred
prompt-engine-py
A utility library for creating and maintaining prompts for Large Language Models
dstoolkit-mlops-base
Support ML teams to accelerate their model deployment to production leveraging Azure
window-switcher-workflow
Switch to a specific window of an app in the current Desktop Space
blacksquare
A Python package for crossword creators.
concept_drift_paper
This repository contains data & code necessary to reproduce the paper "How machine learning concept drift can negatively affect social media analysis"
azureml-cookiecutter
Cookiecutter template for Azure Machine Learning Service projects.