rasbt

algorithms_in_ipython_notebooks

A repository with IPython notebooks of algorithms implemented in Python.

musicmood

A machine learning approach to classify songs by mood.

datacollect

A collection of tools to collect and download various data.

data-science-tutorial

Code material for a data science tutorial

One-Python-benchmark-per-day

An ongoing fun challenge where I'll try to post one Python benchmark per day.

pydata-chicago2016-ml-tutorial

Machine learning with scikit-learn tutorial at PyData Chicago 2016

protein-science

A collection of useful tutorials for Protein Science

pydata-annarbor2017-dl-tutorial

Code snippets for "Introduction to Deep Learning with TensorFlow" at PyData Ann Arbor Aug 2017

R_snippets

R Scripts for general data analysis and plotting

predicting-activity-by-machine-learning

Activity From Virtual Screening Code Repository

siteinterlock

A novel approach to pose selection in protein-ligand docking based on graph theory.

scipy-2016-sklearn

Scikit-learn tutorial at SciPy2016

HbindViz

Tools for generating hydrogen-bond interaction visualizations from Hbind

matplotlib

matplotlib: plotting with Python

tpot

A Python tool that automatically creates and optimizes Machine Learning pipelines using genetic programming.

tutorials

advent-of-code-2016

My Solutions for the Advent of Code 2016

tensorflow

Computation using data flow graphs for scalable machine learning

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

mkdocs

Project documentation with Markdown.

python-markdown-mathjax

Tiny python-markdown extension for easier use of MathJax with Markdown