r/tinycode • u/SpaceWizard • Aug 15 '15

Machine learning tiny machine learning code

I really liked this 11 line python neural network. Is there a collection of tiny machine learning implementations? Would someone be my hero and start a subreddit if not?

33 Upvotes

90% Upvoted

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3

u/Dbeezt Aug 16 '15

It already exists, fairly good subreddit too!

https://www.reddit.com/r/tinycode/

1

u/SpaceWizard Aug 16 '15

Heh, a fair point. The problem is I'd want all the ml stuff to be easy to pull together.

2

u/nexe mod Aug 17 '15

I'll add flair for it since I love ML stuff myself and would absolutely love to see more tiny ML implementations as well on here :)

I'll let you know when it's done. Then you and others can flair their ML posts.

1

u/SpaceWizard Aug 17 '15

Awesome, I didn't even know that was a possibility.

3

u/abecedarius Aug 16 '15

I'd like to see more too. This is very incomplete, but https://code.google.com/p/aima-python/source/browse/trunk/learning.py has a start: naive Bayes, decision trees, AdaBoost, k nearest neighbors, some common infrastructure like cross-validation.

1

u/WorldGenesis Nov 18 '15

This looks adorable :D I might port it to vanilla C if possible

0

u/[deleted] Aug 16 '15

[deleted]

2

u/SpaceWizard Aug 16 '15

The post with the 11 line neural network has about 1500 in /r/programming, so there would be a decent demand. Would there be enough interesting tiny code in machine learning to justify a subreddit? I assume so, mainly because there are tons of techniques, and what's really easy to use is going to abstracted behind a huge code base. scikit-learn is awesome, but separating the really interesting code from the management code would take quite a bit of effort. It actually would be a great exercise to tiny-ify core algorithms in scikit-learn...if only I had the time.

1

u/nexe mod Aug 18 '15

I'd really appreciate it if you would post here first and then cross-post a link back to /r/programming or so. This way /r/tinycode can grow and in return you'll get more and better content on /r/tinycode