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| | Hello! | | Hello! |
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| − | == Machine Learning Resources ==
| + | Hello! |
| − | {| width=100% border=1 cellpadding=2 cellspacing=2
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| − | |- valign=top
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| − | === Deep Learning ===
| + | |
| − | * [https://en.wikipedia.org/wiki/Torch_(machine_learning) Torch Learning Software];
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| − | * [http://neuralnetworksanddeeplearning.com/ Neural Networks & Deep Learning]; [http://deeplearning.net/tutorial/lenet.html DeepLearnet.net]; [https://www.nervanasys.com/technology/neon/ Neon Deep Learning Framework]
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| − | * [http://www.kdnuggets.com/2015/07/deep-learning-triumph-empiricism-over-theoretical-mathematical-guarantees.html Deep Learning Blot]; [http://timdettmers.com/2015/03/26/convolution-deep-learning/ Understanding Convolution in Deep Learning];
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| − | * [http://deeplearning.net/tutorial/deeplearning.pdf Deep Learning Tutorial];
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| − | * '''Convolution:''' [http://timdettmers.com/2015/03/26/convolution-deep-learning/ Understanding Convolution In Deep Learning]; [https://www.cs.unc.edu/~wliu/papers/GoogLeNet.pdf Going Deeper with Convolutions/GoogLeNet]; [https://medium.com/@ageitgey/machine-learning-is-fun-part-3-deep-learning-and-convolutional-neural-networks-f40359318721#.k8qzvrmzv Deep Learning and Convolutional Nets]; [https://brohrer.github.io/how_convolutional_neural_networks_work.html How Do Convolutional Nets Work?]; [https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/ Intuitive Explanation of Convolutional Neural Networks];
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| − | | + | |
| − | ==== Reinforcement Learning ====
| + | |
| − | * Scholarpedia page on [http://www.scholarpedia.org/article/Reinforcement_learning Reinforcement Learning]
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| − | === Bandits ===
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| − | * [http://videolectures.net/pcw06_bianchi_mabp/?q=bandit Cesa-Bianchi Bandit Lecture]; [http://videolectures.net/lsoldm2012_cesa_bianchi_bandit_results/?q=bandit Cesa-Bianchi Recent Results Lecture]; [http://videolectures.net/ecmlpkdd2010_lugosi_abp/?q=bandit Lugosi Lecture on Adversarial Bandits]
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| − | | + | |
| − | === Tensor methods ===
| + | |
| − | * [http://www.caam.rice.edu/~optimization/bcu/ncp/index.html Block Coordinate Update Code]
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| − | | + | |
| − | === Public Domain Codes ===
| + | |
| − | * [https://carto.com/torque/ Torque.JS]
| + | |
| − | |}
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| | | | |
| | == Nuts&Bolts Mechanical Engineering/Design Resources == | | == Nuts&Bolts Mechanical Engineering/Design Resources == |
Welcome to my personal research wiki page. I use this wiki to link to sites of research/technical/academic/administrative interest, and to keep files relevant to my research collaborations. This wiki is permanently under construction, as it evolves with my research activiites. Hopefully you can find something of use here.
