rikrd

mt3

MT3: Multi-Task Multitrack Music Transcription

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

CPPE-Dataset

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

vrx

Virtual RobotX (VRX) resources.

silero-vad

Silero VAD: pre-trained enterprise-grade Voice Activity Detector

auraloss

Collection of audio-focused loss functions in PyTorch

utttai

AlphaZero-like AI solution for playing Ultimate Tic-Tac-Toe in the browser

NeuS

Code release for NeuS

shape_as_points

[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver

stylegan3

Official PyTorch implementation of StyleGAN3

DROID-SLAM

plotly-resampler

Visualize large time series data with plotly.py

pytorch_geometric

Graph Neural Network Library for PyTorch

PPO-Implementation-Deep-Dive

DEPRECATED - please visit https://github.com/vwxyzjn/ppo-implementation-details

Awesome_Underwater_Datasets

Pointers to large-scale underwater datasets and relevant resources.

s4

Structured state space sequence models

CARLA

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

muzic

Muzic: Music Understanding and Generation with Artificial Intelligence

trulens

Evaluation and Tracking for LLM Experiments

kenlm

KenLM: Faster and Smaller Language Model Queries

enn

diffusion_models

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

swa_gaussian

Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

URST

[AAAI 2022] Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization

alphafold

Open source code for AlphaFold.

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

CPC_audio

An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.

bird-recognition-review

A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions

AugLy

A data augmentations library for audio, image, text, and video.

diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.