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Learning AI if You Suck at Math – Hacker Noon
Maybe you’d love to dig deeper and get an image recognition program running in TensorFlow or Theano? Perhaps you’re a kick-ass developer or systems architect and you know computers incredibly well…
ai  machine  learning  deeplearning  math  learn  !great  books  machinelearning 
12 hours ago by alexmc
Multitrack MusicVAE.ipynb - Colaboratory
MusicVAE learns a latent space of musical sequences. Here we apply the MusicVAE framework to single measures of multi-instrument General MIDI, a symbolic music representation that uses a standard set of 128 instrument sounds.
vae  machinelearning  deeplearning  ai  magenta  jupyter  notebook  code 
2 days ago by gdw
Tutorial - What is a variational autoencoder? – Jaan Altosaar
Understanding Variational Autoencoders (VAEs) from two perspectives: deep learning and graphical models.
machine  deeplearning  VAE 
2 days ago by gdw
MusicVAE: Creating a palette for musical scores with machine learning.
variational autoencoder

When a painter creates a work of art, she first blends and explores color options on an artist’s palette before applying them to the canvas. This process is a creative act in its own right and has a profound effect on the final work.

Musicians and composers have mostly lacked a similar device for exploring and mixing musical ideas, but we are hoping to change that. Below we introduce MusicVAE, a machine learning model that lets us create palettes for blending and exploring musical scores.
music  machinelearning  artificialintelligence  deeplearning  magenta  ml  ai 
2 days ago by gdw

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