AngeloMendes

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

stable-audio-open-demo

PEAGNN

Official code for the paper "Leveraging the Metapath and Entity Aware Subgraphs for Recommendation"

pykan

Kolmogorov Arnold Networks

fycharts

Unofficial Spotify Charts API. Get any and all data for top 200 and viral 50 music on Spotify. 27th Apr 2021 Update - fycharts returns empty dataframes due to CloudFlare protection on spotifycharts.com

conditional-similarity-networks

mir_ref

A Representation Evaluation Framework for Music Information Retrieval tasks

GNNPapers

Must-read papers on graph neural networks (GNN)

bark

🔊 Text-Prompted Generative Audio Model

GraphTLP

Transductive Label Propagation Algorithms package

llark

Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.

Introduction-GNN

Esse repositorio é para o curso de difusão ofericido pelo ICMC/USP Introdução às redes neurais em grafos e suas aplicações em tarefas de aprendizado de máquina.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

seamless_communication

Foundational Models for State-of-the-Art Speech and Text Translation

AudioSep

Official implementation of "Separate Anything You Describe"

ACA-Slides

Slides and Code for "An Introduction to Audio Content Analysis," also taught at Georgia Tech as MUSI-6201. This introductory course on Music Information Retrieval is based on the text book "An Introduction to Audio Content Analysis", Wiley 2012/2022

Multi_Comparison_Matrix

Multi Comparison Matrix: A long term approach to benchmark evaluations

OpenLLM

Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.

xorbits

Scalable Python DS & ML, in an API compatible & lightning fast way.

MARBLE-Benchmark

Music Audio Representation Benchmark for Universal Evaluation

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

CS6208_2023

Advanced Topics in Artificial Intelligence, NUS CS6208, 2023

ImageBind

ImageBind One Embedding Space to Bind Them All

pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

Twin_Causal_Nets

Estimating the probabilities of caution via deep monotonic twin networks

vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

MLPInit-for-GNNs

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.