gtrimarc

aflowlib_analytics

Set of tools to extract entire compound records from the AFLOWLIB repository of ab initio calculations.

2015

Public material for CS109

atomate

atomate is a powerful software for computational materials science and contains pre-built workflows.

Azure-training-course

cancer_detection

cs231n.github.io

Public facing notes page

data-science-from-scratch

code for Data Science From Scratch book

Electronic_Structure_Analysis_Examples

pulse2act

Jupyter notebook used to develop the prototype of a model to detect the intensity of physical activity using pulse and body temperature readings from wearable devices.

data_science_with_small_teams

Slides for Data Science with Small Teams talk

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

machine-learning

A repository of code examples for my machine learning class.

missing-semester

The Missing Semester of Your CS Education 📚

ML_DeepL_notebooks

Mott_lab

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pydata-chi-docker

python-atat

Python wrappers for the Alloy Theoretic Automated Toolkit

scipy2015-blaze-bokeh

Building Python Data Applications with Blaze and Bokeh Tutorial, SciPy 2015

sklearn_scipy2013

Scikit-learn tutorials for the Scipy 2013 conference

tensorflow_practice

Playground to learn TensorFlow

test_convexhull

TestStabilityML

vasp

New ASE compliant Python interface to VASP