Deep Learning


Collection of most popular resources in deep learning. Hand picked books, courses, webinars, tools, source codes, papers, blogs And applications


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Deep Learning
Machine learning is one of the fastest-growing and most exciting fields out there, and deep learning represents its true bleeding edge. In this course, you'll develop a clear understanding of the moti...
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Deep Learning
The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is n...
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Neural Networks and Deep Learning
Neural Networks and Deep Learning is a free online book. The book will teach you about: 1. Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn ...
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TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimension...
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Colah's Blog

Christopher Olah has created a set of beautiful blog posts on :

Neural Networks (General)

Visualizing Neural Networks

Convolutional Neural Networks


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Inception in TensorFlow
ImageNet is a common academic data set in machine learning for training an image recognition system. Code in this directory demonstrates how to use TensorFlow to train and evaluate a type of convoluti...
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TensorFlow to Train and Evaluate a CNN on CIFAR-10 DATA
CIFAR-10 is a common benchmark in machine learning for image recognition. http://www.cs.toronto.edu/~kriz/cifar.html Code...
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Going Deeper with Convolutions
We propose a deep convolutional neural network architecture codenamed "Inception", which was responsible for setting the new state of the art for classification and detection in the ImageNet Large-Sca...
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