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floydhub.fast.ai

foodborne_classifier

The classifier used in the http://foodborne.smartchicagoapps.org/ application.

github-cheat-sheet

A list of cool features of Git and GitHub.

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

gluon_hybridization_demo

Short demo on MXNet Gluon interface and its hybridization capabilities

go

The Open Source Data Science Masters

goodbooks-10k

Ten thousand books, six million ratings

h2o-meetups

Presentations from H2O meetups & conferences by the H2O.ai team

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

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.

handy_data_viz_functions

Jupyter notebook of (python/Pandas) code snippets for handy matplotlib and Seaborn plotting functions to speed up EDA

hub

A library for transfer learning by reusing parts of TensorFlow models.

hyperband

Tuning hyperparams fast with Hyperband

im2recipe

Code supporting the CVPR 2017 paper "Learning Cross-modal Embeddings for Cooking Recipes and Food Images"

impact-tracker

improved-gan

code for the paper "Improved Techniques for Training GANs"

ingredient-phrase-tagger

Extract structured data from ingredient phrases using conditional random fields

islr-python

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

joelnet

live coding deep learning library

k-means-clustering

Repository for my 'K-Means Clustering with Scikit-Learn' talk materials.

keras

Deep Learning for humans

learningdataminingwithpython

Updated code for the Learning Data Mining With Python book

lectures

Oxford Deep NLP 2017 course

lime

Lime: Explaining the predictions of any machine learning classifier

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machine_learning

Python coded examples and documentation of machine learning algorithms.

machine_learning_examples

A collection of machine learning examples and tutorials.

machine_learning_for_good

Machine learning fundamentals lesson in interactive notebooks

mantra

A high-level, rapid development framework for machine learning projects