{"id":18371023,"url":"https://github.com/emptyflash/neuralnet_resources","last_synced_at":"2026-01-20T09:09:31.536Z","repository":{"id":36123607,"uuid":"40426586","full_name":"emptyflash/neuralnet_resources","owner":"emptyflash","description":"List of resources I found useful when learning about Neural 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unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-05T23:42:45.131Z","updated_at":"2026-01-20T09:09:31.516Z","avatar_url":"https://github.com/emptyflash.png","language":null,"readme":"Neural Network Resources\n========================\n\nLearning\n--------\n[Neural Networks for Machine Learning](https://class.coursera.org/neuralnets-2012-001/lecture) by Geoffrey Hinton on coursera\n\n[Neural Networks Demystified](https://www.youtube.com/playlist?list=PL5t4_3NCwW7fgzk4FI3h1PdFxlHcyitxR) by Stephen Welch\n([Associated iPythonNotebook](http://nbviewer.ipython.org/github/stephencwelch/Neural-Networks-Demysitifed/tree/master/))\n\n[Who is Afraid of Non-Convex Loss Functions?](http://videolectures.net/eml07_lecun_wia/) by Yann LeCun\n\n[Understanding LSTM Networks](http://colah.github.io/posts/2015-08-Understanding-LSTMs/) by Christopher Olah ([@colah](https://github.com/colah/))\n\n\nImplementation\n--------------\n[Setting up simple network in Python with numpy](http://peterroelants.github.io/posts/neural_network_implementation_part01/) by Peter Roelants\n\n[Theano tutorial](http://deeplearning.net/software/theano/tutorial/index.html)\n\n[Lasagne tutorial](http://lasagne.readthedocs.org/en/latest/user/tutorial.html)\n\n[Lasagne recipies](https://github.com/Lasagne/Recipes) (Great examples of how to do more complex stuff with Lasagne)\n\n### Advanced\n[Galaxy Classification example](http://benanne.github.io/2014/04/16/galaxy-zoo-code.html) by Sander Dieleman\n\n[Plankton Classification example](http://benanne.github.io/2015/03/17/plankton.html) by Sander Dieleman\n\nOptimizing networks with [the GPU](http://benanne.github.io/2014/04/03/faster-convolutions-in-theano.html) and [Fast Fourier Transformations](http://benanne.github.io/2014/05/12/fft-convolutions-in-theano.html)\n\n[Composting Music with Recurrent Neural Networks](http://www.hexahedria.com/2015/08/03/composing-music-with-recurrent-neural-networks/)\n[Detecting diabetic retinopathy in eye images](http://jeffreydf.github.io/diabetic-retinopathy-detection/)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femptyflash%2Fneuralnet_resources","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Femptyflash%2Fneuralnet_resources","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femptyflash%2Fneuralnet_resources/lists"}