Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

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

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

Instructional notebooks on music information retrieval.

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.

strip output from Jupyter and IPython notebooks

CatBoost tutorials repository

Jupyter for Visual Studio Code

IPython Notebooks to learn Python

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

Scipy Cookbook

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

Real-time GCC-NMF Blind Speech Separation and Enhancement

Jupyter/IPython notebooks about evolutionary computation.

Python script (and IPython notebook) to perform RFM analysis from customer purchase history data

WebRTC for Jupyter notebook/lab

📊 Algorithm Visualizer for IPython/Jupyter Notebook

Pytest in IPython notebooks.

Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

An IPython notebook plugin for visualizing ASTs.

A collection of Jupyter/IPython notebooks

Kaggle Competition for Predicting NCAA Basketball Tourney Games

Tutorial on Using Pandas

Rendering IPython Notebooks using Flask