Similarity network fusion of features for clean self-similarity matrices in audio, as well as Javascript tools to play SSMs and spring graphs synchronized to audio

A collection of free MIDI chords and progressions ready to be used in your DAW, Akai MPC, or Roland MC-707/101

MIDI humanisation with machine learning

A swift and unified toolkit for symbolic music processing

Set of tools to work with scales, modes, modulations, chord progressions, voice leading, rhythm and more

A Python library to handle MIDI controllers

A Python package 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…

A pure Python library for creating multi-track MIDI files

Python MIDI library

Open source package for accelerated symbolic discovery of fundamental laws.

[NeurIPS2022] FreGAN: Exploiting Frequency Components for Training GANs under Limited Data

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

Code and example notebooks for FHRR-based residual and transformer networks.

Higher Order Optimization for GBDTs.

A package for clustering of Signed Networks

Material related to "Unmixing oscillatory brain activity by EEG source localization and empirical mode decomposition". Implementation of the noise-assisted multivariate empiral mode decomposition (…

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

A Python package for construction and analysis of ordinal partition networks from time-series data.

Gerster et al. 2022. "Separating neural oscillations from aperiodic 1/f activity: challenges and recommendations."

🦋 hundun is a python library for the exploration of chaos.

Audio classification with variational information bottleneck

GDTW is a Python/C++ library that performs dynamic time warping. It is based on a paper by Dave Deriso and Stephen Boyd.

Automated segmentation of one-dimensional (1D) data

☝️ Change point detection

A library for Time Series EDA (exploratory data analysis)

An open source library for Fuzzy Time Series in Python