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active_inference_demistified

🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment

ai-tunes

athenacl

Python 3 fork of athenaCL by Christopher Ariza

audio_diffusion_model

awesome-deep-learning-music

List of articles related to deep learning applied to music

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

chordgan

cpc_activeinference2018

Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018

creative_ml

Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy

cross-cultural-information-dynamics

dicy2-python

This repository provides the generative core of "Dicy2 for Max" and "Dicy2 for Live" as a Python library. The Dicy2 Python library defines the core models and tools for the interactive generation of symbolic musical sequences and implements several models, generative heuristics, time management strategies, and architectures of interactive agents.

diffusion_models

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

dmid-analysis-music-dynamics

euclidean_rhythms

A python script to derive and play Euclidean rhythms as described in The Distance Geometry of Music by E. D. Demaine et. al. (2007)

examples

fep

Models, calculations and examples relating to the free energy principle and active inference

free_energy_experiments

An exploration of the free energy principle using deep reinforcement learning

free_energy_experiments_v2

fugue-generation

geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

hts-audio-transformer

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

isobar

A Python library for creating and manipulating musical patterns, designed for use in algorithmic composition, generative music and sonification. Can be used to generate MIDI events, MIDI files, OSC messages, or custom events.

ml4music-hw

mma

MMA - Musical MIDI Accompaniment. This is a mirror of the original author's code drops.

music-sketchnet

ISMIR 2020 Paper repo: Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm

musicautobot

Using deep learning to generate music in MIDI format.

musictransformer-pytorch

MusicTransformer written for MaestroV2 using the Pytorch framework for music generation

musicword2vec

option-keyboard

PyTorch implementation of "The Option Keyboard: Combining Skills in Reinforcement Learning" (NeurIPS 2019)

pynldvmo