Stars
A list of Free Software network services and web applications which can be hosted on your own servers
This course aims to teach from the basics of RL to advanced algorithms such as PPO.
Implementation of all RL algorithms in a simpler way
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
LeanRL is a fork of CleanRL, where selected PyTorch scripts optimized for performance using compile and cudagraphs.
YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open
Python library for Reinforcement Learning.
A curated list of Diffusion Model in RL resources (continually updated)
A library for computing Frechet Music Distance.
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Harmony-Rhythm Disentanglement audio remixer plugin
Designed for the evaluation of the energy consumption for different architecture types : MLP, CNN, RNN and CRNN
A Python library to capture the energy consumption of code snippets
A sample editing application allowing for hosted, asynchronous, remote processing of audio and midi with machine learning.
Reading list for adversarial perspective and robustness in deep reinforcement learning.
[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications
Community list of startups working with AI in audio and music technology
Learning Complex Basis Functions for Invariant Signal Representations with the Complex Autoencoder
AI DJ system is an automated DJ system combining action recognition, song selection, and beatmatching with equalizer mixing