neural networks

https://www.facebook.com/groups/136482197019871/permalink/136487477019343/

http://web.stanford.edu/class/cs231a/ computer vision

http://cs231n.stanford.edu/

http://cs231n.github.io/

https://www.youtube.com/watch?v=oF8BKWe9_i8 pomegranate Python probabilistic

https://www.microsoft.com/en-us/cognitive-toolkit/blog/2017/06/microsofts-high-performance-open-source-deep-learning-toolkit-now-generally-available/

https://www.nvidia.com/en-us/deep-learning-ai/education/

https://jalammar.github.io/visual-interactive-guide-basics-neural-networks/

https://habrahabr.ru/post/328138/

http://briandolhansky.com/blog/2013/9/27/artificial-neural-networks-backpropagation-part-4

http://karpathy.github.io/neuralnets/

http://outlace.com/Computational-Graph/ Backpropagation

https://github.com/silicon-valley-data-science/RNN-Tutorial python code

http://www.opennn.net/ C++

http://blog.demofox.org/2017/03/15/neural-network-recipe-recognize-handwritten-digits-with-95-accuracy/

http://www-thphys.physics.ox.ac.uk/people/AlexanderSherstnev/private/coolen.pdf

http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.161.3556&rep=rep1&type=pdf

https://ayearofai.com/rohan-lenny-1-neural-networks-the-backpropagation-algorithm-explained-abf4609d4f9d#.yr60io1in

CNN

https://ayearofai.com/rohan-lenny-2-convolutional-neural-networks-5f4cd480a60b#.gwbqvg72u

LSTM and GRU

https://news.ycombinator.com/item?id=15705440

https://medium.com/mlreview/understanding-lstm-and-its-diagrams-37e2f46f1714

http://blog.echen.me/2017/05/30/exploring-lstms/

http://alexsosn.github.io/ml/2015/11/16/LSTM.html

https://arxiv.org/pdf/1612.02130.pdf LSTM NN

https://medium.com/@monikkinom/a-noobs-guide-to-implementing-rnn-lstm-using-tensorflow-1907a5bbb1fa#.sjwqqgemb

https://arxiv.org/pdf/1511.06448.pdf

https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/lecture-videos/

http://www.asimovinstitute.org/neural-network-zoo/

https://habrahabr.ru/company/wunderfund/blog/313696/

https://habrahabr.ru/company/wunderfund/blog/317930/

https://www.youtube.com/playlist?list=PLlJy-eBtNFt6EuMxFYRiNRS07MCWN5UIA

https://habrahabr.ru/company/epam_systems/blog/317050/ JavaScript

https://www.reddit.com/r/programming/comments/59bxjq/using_neural_nets_to_recognize_handwritten_digits/

http://culurciello.github.io/tech/2016/06/04/nets.html

https://news.ycombinator.com/item?id=12413512

http://www.wildml.com/2015/09/implementing-a-neural-network-from-scratch/

https://classroom.udacity.com/courses/ud730/lessons/6370362152/concepts/63798118150923

https://habrahabr.ru/company/yandex/blog/307260/

https://github.com/karandesai-96/digit-classifier MNIST using pyhon

https://habrahabr.ru/post/304414/

https://habrahabr.ru/post/307004/

https://medium.com/@ageitgey/machine-learning-is-fun-part-3-deep-learning-and-convolutional-neural-networks-f40359318721#.fw0rbw77m

https://news.ycombinator.com/item?id=11840175

http://lumiverse.io/series/neural-networks-demystified

https://news.ycombinator.com/item?id=11917685

https://habrahabr.ru/post/301406/

http://josephrocca.com/blog/neural-networks-a-brief-introduction-and-intuition/

http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning/

https://blog.skcript.com/how-to-learn-neural-networks-758b78f2736e#.r5wwrt78p

http://habrahabr.ru/company/dca/blog/274027/

http://www.aistartups.org/2016/03/some-starting-points-for-deep-learning.html

http://blog.keras.io/how-convolutional-neural-networks-see-the-world.html

https://habrahabr.ru/company/recognitor/blog/277163/

https://habrahabr.ru/company/spbifmo/blog/301520/

http://hagan.okstate.edu/NNDesign.pdf

https://sprosi.dirty.ru/razrabotchik-slozhnogo-softa-neironnye-seti-samoobuchaiushchiisia-iskusstvennyi-intellekt-protsess-mashinnogo-obucheniia-kompiuternoe-zrenie-i-td-1020696/

http://mattmazur.com/2015/03/17/a-step-by-step-backpropagation-example/

http://www.wildml.com/2015/09/implementing-a-neural-network-from-scratch/

http://andrew.gibiansky.com/blog/machine-learning/coding-intro-to-nns/

http://outlace.com/Beginner-Tutorial-Backpropagation/

https://github.com/robertsdionne/neural-network-papers

http://blogs.mathworks.com/loren/2015/08/04/artificial-neural-networks-for-beginners/

https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/

http://colah.github.io/posts/2015-09-NN-Types-FP/

http://colah.github.io/posts/2015-08-Backprop/index.html

https://web.stanford.edu/class/cs229t/notes.pdf

http://yosinski.com/deepvis

http://iamtrask.github.io/2015/07/12/basic-python-network/

http://neuralnetworksanddeeplearning.com/ BOOK online

http://karpathy.github.io/2015/05/21/rnn-effectiveness/

https://news.ycombinator.com/item?id=9736598

http://peterroelants.github.io/posts/neural_network_implementation_part01/

http://colah.github.io/posts/2015-01-Visualizing-Representations/

http://colah.github.io/posts/2014-03-NN-Manifolds-Topology/

http://nikhilbuduma.com/2015/01/11/a-deep-dive-into-recurrent-neural-networks/

http://numericinsight.blogspot.com/2014/07/a-gentle-introduction-to-backpropagation.html

https://news.ycombinator.com/item?id=8135890

https://news.ycombinator.com/item?id=9817158

http://moalquraishi.wordpress.com/2014/05/25/what-does-a-neural-network-actually-do/#

https://news.ycombinator.com/item?id=7797155

http://habrahabr.ru/post/225095/

http://habrahabr.ru/company/abbyy/blog/225349/

https://news.ycombinator.com/item?id=6300510

http://channel9.msdn.com/Events/Build/2013/2-401 ANN in C#

http://habrahabr.ru/post/254921/ Java FANN

DeepLearning

http://deeplearning.net/tutorials/

http://rodneybrooks.com/patrick-winston-explains-deep-learning/

https://simons.berkeley.edu/talks/tutorial-deep-learning

https://blog.acolyer.org/2017/02/27/understanding-generalisation-and-transfer-learning-in-deep-neural-networks/

http://www.deeplearningbook.org/

http://neuralnetworksanddeeplearning.com/

https://cloud.google.com/blog/big-data/2017/01/learn-tensorflow-and-deep-learning-without-a-phd

https://www.youtube.com/watch?v=u4alGiomYP4

https://blog.metaflow.fr/tensorflow-howto-a-universal-approximator-inside-a-neural-net-bb034430b71e#.o56f4vmuy

http://yerevann.com/a-guide-to-deep-learning/

https://medium.com/@IntuitMachine

https://www.kadenze.com/courses/creative-applications-of-deep-learning-with-tensorflow/info

http://wiki.fast.ai/index.php/Main_Page

http://course.fast.ai/

http://www.deeplearningweekly.com/pages/open_source_deep_learning_curriculum

https://www.youtube.com/watch?v=5MdSE-N0bxs

https://habrahabr.ru/company/wunderfund/blog/314242/

https://news.ycombinator.com/item?id=13069181

https://news.ycombinator.com/item?id=12882837

https://habrahabr.ru/company/it-grad/blog/309024/

http://research.microsoft.com/apps/video/default.aspx?id=259574&r=1

http://vk.com/deeplearning

http://rinuboney.github.io/2015/10/18/theoretical-motivations-deep-learning.html

http://deeplearning.stanford.edu/tutorial/

https://charlesmartin14.wordpress.com/2015/04/01/why-deep-learning-works-ii-the-renormalization-group/

https://news.ycombinator.com/item?id=9833584

http://deeplearning.net/tutorial/contents.html

http://neuralnetworksanddeeplearning.com/

http://habrahabr.ru/company/itseez/blog/254747/

http://petewarden.com/2015/04/20/why-gemm-is-at-the-heart-of-deep-learning/

https://timdettmers.wordpress.com/2015/03/26/convolution-deep-learning/

http://arxiv.org/abs/1504.00641

http://jmozah.github.io/links/

https://news.ycombinator.com/item?id=8813484

https://research.facebook.com/blog/879898285375829/fair-open-sources-deep-l20earning-modules-for-torch/

http://www.quantamagazine.org/20141204-a-common-logic-to-seeing-cats-and-cosmos/

http://www.deeplearning.net/tutorial/

http://www.trivedigaurav.com/blog/quoc-les-lectures-on-deep-learning/

http://snippyhollow.github.io/blog/2014/08/09/so-you-wanna-try-deep-learning/

http://neuralnetworksanddeeplearning.com/

http://www.pyimagesearch.com/2014/06/23/applying-deep-learning-rbm-mnist-using-python/

http://fastml.com/deep-learning-made-easy/

http://neuralnetworksanddeeplearning.com/chap2.html

http://habrahabr.ru/post/226347/

http://metacademy.org/roadmaps/rgrosse/deep_learning

https://news.ycombinator.com/item?id=6855310

http://www.indiegogo.com/projects/neural-networks-and-deep-learning-book-project

http://neuralnetworksanddeeplearning.com/

http://news.ycombinator.com/item?id=4825839

http://www.socher.org/index.php/DeepLearningTutorial/DeepLearningTutorial

http://www.youtube.com/watch?v=vShMxxqtDDs

http://habrahabr.ru/post/160115/

http://habrahabr.ru/post/173819/

http://deeplearning.net/

http://cs.stanford.edu/people/karpathy/convnetjs/

https://news.ycombinator.com/item?id=7015177

http://deeplearning.net/tutorial/

http://www.howtocreateamind.com/

http://ailev.livejournal.com/1044735.html