Skip to content

Instantly share code, notes, and snippets.

@narner

narner/MachineLearningResourcesAndTools.md

Last active March 27, 2016 15:29
Show Gist options
  • Star 3 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save narner/eca4a510d542a100db29 to your computer and use it in GitHub Desktop.
Save narner/eca4a510d542a100db29 to your computer and use it in GitHub Desktop.
Download ZIP
Machine Learning Resources and Tools
Raw
MachineLearningResourcesAndTools.md

For the past few months, I've been working on a project that involved machine learning, a subject that I was previously quite unfamiliar with. Though I'm still very much a novice, the resources here helped give me an overview of the subject, or are ones that I plan on exploring further.

Articles / Essays

Review of machine/deep learning in an artistic context - Memo Akten

Notes on Artificial Intelligence - Francis Tseng

Machine learning for artists - Gene Kogan

Papers

A Few Useful Things to Know about Machine Learning - Pedro Domingos

Machine Learning of Musical Gestures - Baptiste Caramiaux / Atau Tanaka

Experimentation

Dive Into Machine Learning - Dive into Machine Learning with Python Jupyter notebook and scikit-learn

Awesome Machine Learning - A curated list of awesome Machine Learning frameworks, libraries and software.

GitVix - Colloborative Open Computer Science

Classes

Machine Learning for Musicians and Artists (Kadenze) - Rebecca Fiebrink

Machine Learning (Coursea) - Andrew Ng

Machine Learning (CMU) - CMU

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment