Awesome List Updates on Jan 02, 2015

3 awesome lists updated today.

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1. Awesome Deep Learning

Table of Contents / Videos and Lectures

• Recent Developments in Deep Learning By Geoff Hinton

• The Unreasonable Effectiveness of Deep Learning by Yann LeCun

• Deep Learning of Representations by Yoshua bengio

• Principles of Hierarchical Temporal Memory by Jeff Hawkins

• Machine Learning Discussion Group - Deep Learning w/ Stanford AI Lab by Adam Coates

• Visual Perception with Deep Learning By Yann LeCun

Table of Contents / Papers

• ImageNet Classification with Deep Convolutional Neural Networks

• Using Very Deep Autoencoders for Content Based Image Retrieval

• Learning Deep Architectures for AI

• CMU’s list of papers

Table of Contents / Tutorials

• UFLDL Tutorial 1

• UFLDL Tutorial 2

• Deep Learning for NLP (without Magic)

• A Deep Learning Tutorial: From Perceptrons to Deep Networks

Researchers / Websites

• deeplearning.net

• deeplearning.stanford.edu

Researchers / Datasets

• MNIST Handwritten digits

• Google House Numbers from street view

• Berkeley Segmentation Dataset 500

Researchers / Frameworks

• Caffe

• Torch7

• Theano

• cuda-convnet

• Ccv

• NuPIC

• DeepLearning4J

Researchers / Miscellaneous

• Caffe Webinar

• 100 Best Github Resources in Github for DL

• Word2Vec

• TorontoDeepLEarning convnet (⭐504)

2. Awesome Nodejs

Packages / Humanize

• read-art (⭐341) - Extract readable content from any page.

3. Awesome Lua

Resources / Network

• lua-websockets (⭐365) - WebSocket client and server modules. Webserver-agnostic, implemented in Lua on top of LuaSocket.

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• Next: Dec 31, 2014