VirtualTam's bookmarks

1. Modding Age of Empires II with a Sprite-Diffuser 2023-05-23

   tags: deep-learning, game/age-of-empires, image, neural-network

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2. Dog Deep Learning Training Set - Album on Imgur 2018-10-03

   tags: deep-learning, dog, food, image, neural-network, wtf

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   • https://www.reddit.com/r/MachineLearning/comments/49wrt4/adversarial_images_for_deep_learning/
   • https://github.com/yskmt/dog_recognition
3. Se lancer dans la Data Science - Maxime Pawlak - TDS 11/12/2017 2018-03-13

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

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   • 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
4. Machine Learning Crash Course  |  Google Developers 2018-03-01

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

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   • https://eu.udacity.com/course/deep-learning--ud730
5. 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/

6. 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
7. Ultimate Guide to Leveraging NLP & Machine Learning for your Chatbot 2017-09-06

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

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

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

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   • 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
9. Chatbots with Seq2Seq 2017-09-06

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

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   • https://suriyadeepan.github.io/2016-12-31-practical-seq2seq/
   • https://github.com/suriyadeepan/myshkin
   • http://www.mitsuku.com/
   • https://arxiv.org/abs/1406.1078
   • https://github.com/farizrahman4u/seq2seq
10. Deep Learning From Scratch: Theory and Implementation – deep ideas 2017-09-06

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

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    • http://www.deepideas.net/deep-learning-from-scratch-i-computational-graphs/
    • http://www.deepideas.net/deep-learning-from-scratch-ii-perceptrons/
    • http://www.deepideas.net/deep-learning-from-scratch-iii-training-criterion/
    • http://www.deepideas.net/deep-learning-from-scratch-iv-gradient-descent-and-backpropagation/
    • http://www.deepideas.net/deep-learning-from-scratch-v-multi-layer-perceptrons/
11. TensorFlow for Poets « Pete Warden's blog 2017-08-20

    tags: data, deep-learning, machine-learning, machine-learning/tensorflow, mobile/android, programming/java, programming/python, visualization

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    • https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/
    • https://codelabs.developers.google.com/codelabs/tensorflow-for-poets-2/
    • https://www.tensorflow.org/serving/
12. dlib C++ Library 2017-05-24

    tags: deep-learning, machine-learning, natural-language-processing, programming/c++, programming/python

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    • https://github.com/davisking/dlib

    via http://blog.dlib.net/2014/04/mitie-completely-free-and-state-of-art.html via https://www.reddit.com/r/MachineLearning/comments/26pzim/current_state_of_the_art_in_named_entity/

13. Neural nets, graphic design and death metal – Rob Peart – Medium 2017-04-24

    tags: death, deep-learning, image, machine-learning, metal, neural-network

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14. Deep Learning with Emojis (not Math) – tech-at-instacart 2017-03-31

    tags: cart, deep-learning, machine-learning, shop

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15. Tensorflow and deep learning - without a PhD by Martin Görner 2017-03-29

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

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    • Part 1: https://goo.gl/pHeXe7
    • Part 2: https://goo.gl/UuN41S
16. CS231n Convolutional Neural Networks for Visual Recognition 2017-03-08

    tags: classification, course, deep-learning, image, machine-learning, neural-network, recognition

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17. [1409.1556] Very Deep Convolutional Networks for Large-Scale Image Recognition 2017-03-08

    tags: classification, deep-learning, image, neural-network

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    VGG-16

18. [1612.08242] YOLO9000: Better, Faster, Stronger 2017-02-15

    tags: classification, data, deep-learning, image, yolo

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    https://github.com/allanzelener/YAD2K

19. Deep Learning Enables You to Hide Screen when Your Boss is Approaching | Ahogrammer 2017-01-20

    tags: camera, deep-learning, fun, neural-network, recognition, video

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20. udacity/self-driving-car: The Udacity open source self-driving car project 2017-01-13

    tags: autonomous, car, deep-learning, driving, linux, machine-learning, neural-network, open-source, programming/python

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    • https://www.udacity.com/drive
    • https://www.udacity.com/course/self-driving-car-engineer-nanodegree--nd013
    • https://github.com/upul/traffic-signs
    • https://github.com/upul/behavioral_cloning