BibSonomy bookmarks for /user/bshanks/deeplearninghttps://www.bibsonomy.org/user/bshanks/deeplearningBibSonomy RSS Feed for /user/bshanks/deeplearningBoltzmannEntropy/interviews.ai: It is my belief that you the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.https://github.com/BoltzmannEntropy/interviews.aibshanks2022-01-11T11:37:37+01:00ai cs deeplearning interview neuralnet nnet textbook <a itemprop="url" data-versiondate="2022-01-11T11:37:37+01:00" href="https://github.com/BoltzmannEntropy/interviews.ai" rel="nofollow" class="description-link">https://github.com/BoltzmannEntropy/interviews.ai</a>Feature Visualizationhttps://distill.pub/2017/feature-visualization/bshanks2018-05-15T00:52:55+02:00deeplearn deeplearning feature layer neuralnet nnet visualization visualize <a itemprop="url" data-versiondate="2018-05-15T00:52:55+02:00" href="https://distill.pub/2017/feature-visualization/" rel="nofollow" class="description-link">https://distill.pub/2017/feature-visualization/</a>[1608.08225] Why does deep and cheap learning work so well?https://arxiv.org/abs/1608.08225bshanks2018-05-13T08:01:03+02:00deeplearn deeplearning neuralnet neuralnetwork nnet <a itemprop="url" data-versiondate="2018-05-13T08:01:03+02:00" href="https://arxiv.org/abs/1608.08225" rel="nofollow" class="description-link">https://arxiv.org/abs/1608.08225</a>Essential Cheat Sheets for Machine Learning and Deep Learning Engineershttps://startupsventurecapital.com/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5bshanks2017-08-21T19:01:30+02:00cheatsheet deeplearn deeplearning neuralnet nnet pandas python <a itemprop="url" data-versiondate="2017-08-21T19:01:30+02:00" href="https://startupsventurecapital.com/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5" rel="nofollow" class="description-link">https://startupsventurecapital.com/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5</a>A novel approach to neural machine translation | Engineering Blog | Facebook Codehttps://code.facebook.com/posts/1978007565818999/a-novel-approach-to-neural-machine-translation/bshanks2017-05-13T21:13:01+02:00attention deeplearning neuralnet nnet translate <a itemprop="url" data-versiondate="2017-05-13T21:13:01+02:00" href="https://code.facebook.com/posts/1978007565818999/a-novel-approach-to-neural-machine-translation/" rel="nofollow" class="description-link">https://code.facebook.com/posts/1978007565818999/a-novel-approach-to-neural-machine-translation/</a>Practical Deep Learning For Coders—18 hours of lessons for freehttp://course.fast.ai/bshanks2016-12-21T09:15:06+01:00course deeplearn deeplearning intro kaggle keras ml neuralnet nnet <a itemprop="url" data-versiondate="2016-12-21T09:15:06+01:00" href="http://course.fast.ai/" rel="nofollow" class="description-link">http://course.fast.ai/</a>songrotek/Deep-Learning-Papers-Reading-Roadmap: Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmapbshanks2016-12-14T04:05:44+01:00deeplearn deeplearning ml neuralnet nnet paper <a itemprop="url" data-versiondate="2016-12-14T04:05:44+01:00" href="https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmap" rel="nofollow" class="description-link">https://github.com/songrotek/Deep-Learning-Papers-Reading-Roadmap</a>The Neural Network Zoo - The Asimov Institutehttp://www.asimovinstitute.org/neural-network-zoo/bshanks2016-12-14T04:05:13+01:00deeplearn deeplearning intro ml neuralnet nnet toread+++ <a itemprop="url" data-versiondate="2016-12-14T04:05:13+01:00" href="http://www.asimovinstitute.org/neural-network-zoo/" rel="nofollow" class="description-link">http://www.asimovinstitute.org/neural-network-zoo/</a>How to Get a Job In Deep Learninghttp://blog.deepgram.com/how-to-get-a-job-in-deep-learning/bshanks2016-12-14T03:11:45+01:00deeplearn deeplearning intro ml neuralnet nnet <a itemprop="url" data-versiondate="2016-12-14T03:11:45+01:00" href="http://blog.deepgram.com/how-to-get-a-job-in-deep-learning/" rel="nofollow" class="description-link">http://blog.deepgram.com/how-to-get-a-job-in-deep-learning/</a>The Simple + Practical Path to Machine Learning Capability: Models with Learned Parametershttps://indico.io/blog/simple-practical-path-to-machine-learning-capability-part3/bshanks2016-12-14T03:11:25+01:00deeplearn deeplearning ml neuralnet nnet tensorflow <a itemprop="url" data-versiondate="2016-12-14T03:11:25+01:00" href="https://indico.io/blog/simple-practical-path-to-machine-learning-capability-part3/" rel="nofollow" class="description-link">https://indico.io/blog/simple-practical-path-to-machine-learning-capability-part3/</a>WaveNet: A Generative Model for Raw Audio | DeepMindhttps://deepmind.com/blog/wavenet-generative-model-raw-audio/bshanks2016-12-13T06:27:35+01:00deeplearn deeplearning neuralnet nnet tts <a itemprop="url" data-versiondate="2016-12-13T06:27:35+01:00" href="https://deepmind.com/blog/wavenet-generative-model-raw-audio/" rel="nofollow" class="description-link">https://deepmind.com/blog/wavenet-generative-model-raw-audio/</a>Neural Network Architectureshttps://culurciello.github.io/tech/2016/06/04/nets.htmlbshanks2016-12-13T06:25:31+01:00architecture computervision convolutional cv deeplearn deeplearning ml neuralnet nnet topology <a itemprop="url" data-versiondate="2016-12-13T06:25:31+01:00" href="https://culurciello.github.io/tech/2016/06/04/nets.html" rel="nofollow" class="description-link">https://culurciello.github.io/tech/2016/06/04/nets.html</a>Neural Network Architectures | Hacker Newshttps://news.ycombinator.com/item?id=12413512bshanks2016-12-13T06:25:12+01:00deeplearn deeplearning intro ml neuralnet nnet <a itemprop="url" data-versiondate="2016-12-13T06:25:12+01:00" href="https://news.ycombinator.com/item?id=12413512" rel="nofollow" class="description-link">https://news.ycombinator.com/item?id=12413512</a>PCA is not a panaceanote footnote at the bottom: "http://www.sciencemag.org/content/313/5786/504.abstract, http://www.cs.toronto.edu/~amnih/cifar/talks/salakhut_talk.pdf. In a strict sense, this work was obsoleted by a slew of papers from 2011 which showed that you can achieve similar results to this 2006 result with “simple” algorithms, but it’s still true that current deep learning methods are better than the best “simple” feature learning schemes, and this paper was the first example that came to mind. [return]"http://danluu.com/linear-hammer/#fnref:Bbshanks2016-12-13T06:05:37+01:00deeplearn deeplearning lsa ml neuralnet nnet pca <span itemprop="description">note footnote at the bottom: "http://www.sciencemag.org/content/313/5786/504.abstract, http://www.cs.toronto.edu/~amnih/cifar/talks/salakhut_talk.pdf. In a strict sense, this work was obsoleted by a slew of papers from 2011 which showed that you can achieve similar results to this 2006 result with “simple” algorithms, but it’s still true that current deep learning methods are better than the best “simple” feature learning schemes, and this paper was the first example that came to mind. [return]"</span>Paddle: Baidu's open source deep learning framework | Hacker Newshttps://news.ycombinator.com/item?id=12391344bshanks2016-12-13T06:04:39+01:00caffe deeplearn deeplearning keras ml neuralnet nnet tensorflow torch <a itemprop="url" data-versiondate="2016-12-13T06:04:39+01:00" href="https://news.ycombinator.com/item?id=12391344" rel="nofollow" class="description-link">https://news.ycombinator.com/item?id=12391344</a>facebookresearch/deepmask: Torch implementation of DeepMask and SharpMaskhttps://github.com/facebookresearch/deepmaskbshanks2016-12-13T05:21:34+01:00computervision cv deeplearn deeplearning deepmask facebook imageprocessing ml neuralnet nnet segment segmentation <a itemprop="url" data-versiondate="2016-12-13T05:21:34+01:00" href="https://github.com/facebookresearch/deepmask" rel="nofollow" class="description-link">https://github.com/facebookresearch/deepmask</a>DEEP LEARNINGhttp://www.iro.umontreal.ca/~bengioy/dlbook/bshanks2016-12-12T10:00:12+01:00ml book neuralnet neuralnets deeplearning deeplearn <a itemprop="url" data-versiondate="2016-12-12T10:00:12+01:00" href="http://www.iro.umontreal.ca/~bengioy/dlbook/" rel="nofollow" class="description-link">http://www.iro.umontreal.ca/~bengioy/dlbook/</a>Large Scale Deep Learning – Jeff Dean [pdf] | Hacker Newshttps://news.ycombinator.com/item?id=8713495bshanks2016-12-12T10:00:11+01:00neuralnet neuralnetwork deeplearning book ml <a itemprop="url" data-versiondate="2016-12-12T10:00:11+01:00" href="https://news.ycombinator.com/item?id=8713495" rel="nofollow" class="description-link">https://news.ycombinator.com/item?id=8713495</a>FAIR open sources deep-learning modules for Torch | Blog | Research at Facebookhttps://research.facebook.com/blog/879898285375829/fair-open-sources-deep-l20earning-modules-for-torch/bshanks2016-12-12T10:00:11+01:00ml neuralnet deeplearning <a itemprop="url" data-versiondate="2016-12-12T10:00:11+01:00" href="https://research.facebook.com/blog/879898285375829/fair-open-sources-deep-l20earning-modules-for-torch/" rel="nofollow" class="description-link">https://research.facebook.com/blog/879898285375829/fair-open-sources-deep-l20earning-modules-for-torch/</a>What's Wrong with Deep Learning? | Hacker Newshttps://news.ycombinator.com/item?id=9714199bshanks2016-12-12T10:00:07+01:00deeplearning deeplearn nn nnet neuralnet ml <a itemprop="url" data-versiondate="2016-12-12T10:00:07+01:00" href="https://news.ycombinator.com/item?id=9714199" rel="nofollow" class="description-link">https://news.ycombinator.com/item?id=9714199</a>