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amazon-mxnet-content-recsys

Content Based Recommendation System; partnership with Amazon MXNet team.

chaosmonkey

Chaos Monkey is a resiliency tool that helps applications tolerate random instance failures.

city_to_state_dictionary

Python dictionary with US cities as keys and corresponding states as values

code

Code of Amazon Web Services in Action, 1st edition

content-engine

A very simple content-based recommendation engine. Great for learning, but also ready for real-world use.

convobot

Robot positioning system based on convolutional networks.

cupy

NumPy-like API accelerated with CUDA

datasciencecoursera

Data Scientist Toolbox Repository

deep-learning-coursera

Coursera solutions for Andrew Ng's deeplearning.ai course

deeplearning-benchmark

deeplearningbook

MIT Deep Learning Book in PDF format

deepwater

Deep Learning in H2O using Native GPU Backends

depression-detect

Predicting depression from acoustic features of speech using a Convolutional Neural Network.

end-to-end-gpu-computing

Notebooks and scripts detailing various GPU computing libraries.

eyenet

Identifying diabetic retinopathy using convolutional neural networks

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

gittest

gitTest project using Atom. Version control demo.

gluon-api

A clear, concise, simple yet powerful and efficient API for deep learning.

gregwchase

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

h2o4gpu

H2Oai GPU Edition

imagededup

😎 Finding duplicate images made easy!

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

kaggle-avazu

Avazu CTR Kaggle competition

kaggle-iceberg

Classifying icebergs using convolutional neural networks

keras

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

linear-regression-lesson

A lesson plan for teaching linear regression at DSST schools in Denver, Colorado.

mixpanel_api

nih-chest-xray

Identifying diseases in chest X-rays using convolutional neural networks