Deep Learning
391 items from christoschristofidis/awesome-deep-learning ★29,036
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dowel github.com
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gfx.js github.com
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Basic digit recognition neural network github.com
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QuickVision github.com
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SQuAD1.0 rajpurkar.github.io
Question answering dataset that can be explored online, and a list of models performing well on that dataset.
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The Unreasonable effectiveness of RNNs karpathy.github.io
, Torch Code, Python Code
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Website deeplearning.net
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AI Weekly aiweekly.co
Curated AI intelligence briefing from industry leaders covering models, funding, policy, and applications. 3x/week since 2017, 40K+ subscribers.
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Torch github.com
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Deeplearning4j deeplearning4j.org
Open-Source, Distributed, Deep Learning Library for the JVM.
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visualqa.org visualqa.org
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Apache SINGA - A General Distributed Deep Learning Platform singa.incubator.apache.org
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Flickr 30k shannon.cs.illinois.edu
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Flickr 8k nlp.cs.illinois.edu
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Jupyter Notebook jupyter.org
Notebook and project application for interactive data science and scientific computing across all programming languages.
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jeffdonahue.com/lrcn/ jeffdonahue.com
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SyntaxNet - Google's syntactic parser - A TensorFlow dependency library github.com
A TensorFlow implementation of the models described in Globally Normalized Transition-Based Neural Networks, Andor et al. (2016)
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Caffe caffe.berkeleyvision.org
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The Stanford NLP Group nlp.stanford.edu
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ML Compiled ml-compiled.readthedocs.io
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Adam Geitgey medium.com
Easiest Introduction to machine learning
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Deep Learning Comprehensive Website deeplearning.net
, Software
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Data Version Control (DVC) dvc.org
DVC is a data and ML experiments management tool.
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mlpack mlpack.org
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Coach github.com
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CatalyzeX chrome.google.com
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UC Irvine Machine Learning Repository archive.ics.uci.edu
contains data sets good for machine learning
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Yann Lecun yann.lecun.com
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Siraj Raval's Deep Learning tutorials youtube.com
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Yotaro Kubo yota.ro
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Guide to Machine Learning yerevann.com
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MNIST yann.lecun.com
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Flickr Data yahooresearch.tumblr.com
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AVHRR Pathfinder xtreme.gsfc.nasa.gov
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The Xm2vts database xm2vtsdb.ee.surrey.ac.uk
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The AR Face Database www2.ece.ohio-state.edu
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INRIA's Syntim stereo databases www-rocq.inria.fr
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INRIA's Syntim images database www-rocq.inria.fr
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View Sphere Database www-prima.inrialpes.fr
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PRIMA, GRAVIR www-prima.inrialpes.fr
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German Fingerspelling Database www-i6.informatik.rwth-aachen.de
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Language Processing and Pattern Recognition www-i6.informatik.rwth-aachen.de
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Joseph Turian www-etud.iro.umontreal.ca
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Stereo Images with Ground Truth Disparity and Occlusion www-dbv.cs.uni-bonn.de
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www-aig.jpl.nasa.gov www-aig.jpl.nasa.gov
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The MIT-CSAIL Database of Objects and Scenes web.mit.edu
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Honglak Lee web.eecs.umich.edu
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Digital Embryos web-beta.archive.org
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