VirtualTam's bookmarks

21. Se lancer dans la Data Science - Maxime Pawlak - TDS 11/12/2017 2018-03-13

    tags: data-science, deep-learning, machine-learning, training

    [ permalink ]

    • https://www.meetup.com/Tlse-Data-Science/events/245536866/
    • https://medium.com/@Maxime_/season-02-machine-learning-by-andrew-ng-28aff55ee7a
    • https://medium.com/@Maxime_/data-journey-1-fe2b2f588751
    • https://www.coursera.org/learn/machine-learning
    • https://eu.udacity.com/course/data-analyst-nanodegree--nd002
    • https://www.edx.org/course/analytics-edge-mitx-15-071x-3
    • https://blog.udacity.com/2016/01/hottest-jobs-in-2016-3-data-scientist.html
22. Machine Learning Crash Course  |  Google Developers 2018-03-01

    tags: machine-learning, machine-learning/tensorflow, mooc, programming/python

    [ permalink ]

    • https://eu.udacity.com/course/deep-learning--ud730
23. How I Shipped a Neural Network on iOS with CoreML, PyTorch, and React Native 2018-02-15

    tags: data, framework/react, machine-learning, mobile/ios, programming/python, regression, watch

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    • https://github.com/steadicat/pytorch-coreml-example
    • https://attardi.org/pytorch-and-coreml-test-ui/
    • https://itunes.apple.com/app/movement-watch-tracker/id1329445157
    • https://developer.apple.com/documentation/coreml
    • http://pytorch.org/
24. Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review 2018-02-15

    tags: machine-learning, neural-network

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25. A visual introduction to machine learning 2018-02-15

    tags: data, machine-learning, visualization

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    • http://www.r2d3.us/visual-intro-to-machine-learning-part-2/
26. How to solve 90% of NLP problems: a step-by-step guide 2018-01-29

    tags: data, machine-learning, natural-language-processing, visualization

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27. deeplearn.js 2018-01-18

    tags: machine-learning, machine-learning/tensorflow, programming/javascript, web

    [ permalink ]
28. Magenta 2018-01-18

    tags: audio, generation, machine-learning/tensorflow, music, neural-network

    [ permalink ]

    • https://github.com/tensorflow/magenta
29. [2017-12-08] Challenge #343 [Hard] Procedural music generation : dailyprogrammer 2017-12-11

    tags: algorithm, instrument/midi, machine-learning, music, procedural-generation

    [ permalink ]

    • https://github.com/cole-k/mus88-final-project
    • http://peterlangston.com/Papers/amc.pdf
30. CardIO framework for deep research of electrocardiograms 2017-11-24

    tags: data, deep-learning, ecg, health, heart, machine-learning, programming/python

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    • https://github.com/analysiscenter/cardio
    • https://analysiscenter.github.io/cardio/
    • https://physionet.org/challenge/2017/

    via https://www.reddit.com/r/Python/comments/7exmkn/cardio_a_rich_python_library_for_heart_signals/

31. TensorFlow-Examples: TensorFlow Tutorial and Examples for Beginners with Latest APIs 2017-11-09

    tags: machine-learning, machine-learning/tensorflow, programming/python

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32. TensorFlow Neural Network Tutorial 2017-11-09

    tags: machine-learning, machine-learning/tensorflow, neural-network, programming/python

    [ permalink ]
33. Where can I find large datasets open to the public? - Quora 2017-09-30

    tags: dataset, image, machine-learning, text

    [ permalink ]

    • https://stackoverflow.com/questions/381806/large-public-datasets
    • https://aws.amazon.com/datasets/
    • https://archive.ics.uci.edu/ml/datasets.html
    • https://datasource.kapsarc.org/pages/home/
    • https://www.kaggle.com/datasets
    • https://www.reddit.com/r/datasets/
    • https://zenodo.org/
    • https://toolbox.google.com/datasetsearch
34. Which GPU(s) to Get for Deep Learning 2017-09-26

    tags: cuda, deep-learning, diy, gpu, linux, machine-learning

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    • https://medium.com/towards-data-science/building-your-own-deep-learning-box-47b918aea1eb
    • https://blog.slavv.com/the-1700-great-deep-learning-box-assembly-setup-and-benchmarks-148c5ebe6415
35. Heterogeneous memory management [LWN.net] 2017-09-26

    tags: gpu, hardware/cpu, linux, linux/kernel, memory

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    • https://www.phoronix.com/scan.php?page=search&q=Heterogeneous+Memory+Management
    • https://www.phoronix.com/scan.php?page=news_item&px=Nouveau-Compote
    • https://cgit.freedesktop.org/~glisse/compote/
    • https://www.infoworld.com/article/3196884/machine-learning/faster-machine-learning-is-coming-to-the-linux-kernel.html
36. YOLO 9000: Better, Faster, Stronger 2017-09-26

    tags: classification, image, machine-learning, yolo

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    • https://arxiv.org/abs/1612.08242
    • https://arxiv.org/abs/1506.02640
    • https://pjreddie.com/darknet/yolo/
37. Pandorabots 2017-09-06

    tags: artificial-intelligence, bot, chat, machine-learning, natural-language-processing

    [ permalink ]

    • https://github.com/pandorabots
38. AIML: Artificial Intelligence Markup Language 2017-09-06

    tags: artificial-intelligence, machine-learning, natural-language-processing, programming/python

    [ permalink ]

    • http://www.alicebot.org/downloads/programs.html
    • https://alicebot.blogspot.ro/2009/03/new-aiml-learning-file.html
    • https://github.com/creatorrr/pyAIML
39. Ultimate Guide to Leveraging NLP & Machine Learning for your Chatbot 2017-09-06

    tags: bot, chat, deep-learning, machine-learning

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40. Deep Learning for Chatbots, Part 1 – Introduction – WildML 2017-09-06

    tags: bot, chat, deep-learning, machine-learning

    [ permalink ]

    • http://cml.ics.uci.edu/category/aiml/
    • https://www.chatbots.org/ai_zone/viewthread/1536/
    • https://www.quora.com/What-are-some-open-source-AI-chatbots-that-use-machine-learning