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Collection of resources: Big Data

AI

Drug Discovery

Online resources:

Tutorials

Machine Learning course at Coursera by Andrew Ng. Very nice course for machine learning.

Blog posts by Adam Geitgey, his code examples (tensorflow + jupyter) are amazing (GitHub link)

Track papers on Arxiv

nice post from a stanford graduate Andrej Karpathy

learn important features from deep learning models

Berkeley CS294-112 Deep Reinforcement Learning Sp17

Deep Learning 2016: The Year in Review

stanford deep learning in genomics and biomedicine

google Udacity deep learning course

Code

Keras Documentation

deep learning for sequence data DragoNN

deep learning for chemical data: deepchem

mofan python (chinese)

add image and text in one model (here)

Generative models

GAN code

Open AI generative model post

introduction-generative-adversarial-networks-code-tensorflow with github code

#install tensorflow https://www.tensorflow.org/install/install_mac#ValidateYourInstallation

tips and tricks training GAN