xbzheng

ISLR-python

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

border-crossing-analysis

Chord_Distributed_Sys_Simulator

computer_vision_initiative

Coursera-Stanford-ML-Python

Coursera/Stanford Machine Learning course assignments in python

dashboard_initiative

data_science_repo_structure

de_tools_dev_setup

DeepLearningBook

MIT Deep Learning Book in PDF format

docker-workshop

Directions and Source code for Insight's Docker workshop.

DSB3Tutorial

forecast_health_expenditure

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

kubernetes-course

Kubernetes Course Files

microbiome_ml_project

mle_data_pipeline

pg2dm-python

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pycodestyle-tutorial

Get familiar with Python coding styles, idioms, and get set up to do automatic linting!

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

radiohub_rec

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

tensorflow

Computation using data flow graphs for scalable machine learning