Joe Javascripts Machine learning Tutorials
A group of Machine Learning examples in as easy a javascript format as possible



The main github for these pages is at: https://github.com/hpssjellis/deeplearnjs-javascript-examples

Following is the main list of examples: (Each example page should eventually end up with a corresponding video.)

  • jj01-functions.html
  • jj02-basics.html
  • jj03-general.html
  • jj04-quadratic.html
  • jj05-matrix-math.html
  • jj06-squeezenet.html
  • jj07-mnist.html




  • Link for the playlist at https://www.youtube.com/playlist?list=PL57Dnr1H_egukaDgFqwEnDVStd7Jktg1E


    Remember to link to the playlist as individual videos may be change as functions get deprecated




    Most of the examples are in the following format:




    ...









    Deeplearnjs DOCS at http://deeplearnjs.org/docs/api/
    Terminology at https://www.analyticsvidhya.com/blog/2017/05/25-must-know-terms-concepts-for-beginners-in-deep-learning/
    1. unordered-curriculum-links/
    2. Crowd Curriculum Machine Learning Link
    3. Unordered-javascript-examples/deeplearnjs-examples/tensors/tensors.html
    4. squeeznet04.html
    5. my API browser checker
    6. test.html







      Still in testing mode from P5-deeplearn-js
    7. P5 LSTM_1
    8. P5 LSTM_2
    9. P5 MNIST Awesome Machine Learning Notes at
    10. http://www.cs.ubc.ca/~schmidtm/Courses/AllOfML/ Interesting set of deeplearnjs slides at
    11. https://www.slideshare.net/lewuathe/deep-dive-into-deeplearnjs

    Latest Kickstarter was fully funded on Dec 7th, 2017 at:
    https://www.kickstarter.com/projects/rocksetta/joe-javascripts-machine-learning-tutorials

    The video is here
    but go to the link above for the full Kickstarter story and ability to pledge
    This Github: https://github.com/hpssjellis/deeplearnjs-javascript-examples
    This Website Index: https://hpssjellis.github.io/deeplearnjs-javascript-examples/
    Original Deeplearn Github https://github.com/PAIR-code/deeplearnjs
    Check out the latest version of deeplearnjs

    By Jeremy Ellis
    Twitter@rocksetta
    Use at your own risk!