The fastai deep learning library

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

Simple tutorials using Google's TensorFlow Framework

TensorFlow Basic Tutorial Labs

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Introduction to Deep Neural Networks with Keras and Tensorflow

Handout for the tutorial "Creating publication-quality figures with matplotlib"

Time series classification and clustering code written in Python.

Python implementation of KNN and DTW classification algorithm

Methods to get the probability of a changepoint in a time series.

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

This is an LSTM stock prediction using Tensorflow with Keras on top.

General Assembly's Data Science course in Washington, DC

a public domain dataset of EEG recordings for music imagery information retrieval

Code for a convolutional autoencoder written on python, theano, lasagne, nolearn

All Kaggle competitions

Stuff for python courses

Dynamic Time Warping in C and Python

Repurposing InceptionV3, VGG16, and ResNet50 using bottlenecking

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