Ready-to-run Docker images containing Jupyter applications

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Kandinsky 2 — multilingual text2image latent diffusion model

Jupyter notebooks in the terminal

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Instructional notebooks on music information retrieval.

strip output from Jupyter and IPython notebooks

CatBoost tutorials repository

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

Non-Intrusive Load Monitoring Toolkit (nilmtk)

This repository contains all the data analytics projects that I've worked on in python.

Scipy Cookbook

A py.test plugin to validate Jupyter notebooks

A tiny 1000 line LLVM-based numeric specializer for scientific Python code.

IPython Notebooks to learn Python

Jupyter for Visual Studio Code

Pytest in IPython notebooks.

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

Real-time GCC-NMF Blind Speech Separation and Enhancement