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

DEPRECATED AS OF APRIL 29TH, 2018!
NEW SITE AT https://hpssjellis.github.io/beginner-tensorflowjs-examples-in-javascript/



Since Deeplearnjs became Tensorflowjs. This site is no longer active, Follow the link above to the active site and webpage.






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

Following is the main table of examples:
...

Web Page Video Deprecated at Version
jj01-functions.html video 0.6.0
jj01-functions-updated.html Not Maintained now is TensorflowjsActive
jj02-basics.html video 0.6.0
jj03-general.html video 0.6.0
jj04-quadratic.html video 0.6.0
jj05-matrix-math.html video 0.6.0
jj06-squeezenet.html video 0.3.13
jj07-mnist.html video 0.6.0
Deeplearnjs Version 0.5.0
jj08-htmlPrint.htmlNot Maintained now is Tensorflowjs
jj09-extendTensor.htmlNot Maintained now is Tensorflowjs
jj10-xor-neural-network.htmlNot Maintained now is Tensorflowjs
jj11-mean-square-difference.htmlNot Maintained now is Tensorflowjs
jj12-knn.htmlNot Maintained now is Tensorflowjs
.
.


Note: This folder has the active work that I am presently trying to get working on Github https://github.com/hpssjellis/deeplearnjs-javascript-examples/tree/master/active-work


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
Website http://rocksetta.com
Use at your own risk!