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

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. S…

The best research computing website in all the land.

Python library for audio and music analysis

Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.

Perform transfer learning for MIR using Jukebox!

DomainBed is a suite to test domain generalization algorithms

Research on Tabular Deep Learning (Python package & papers)

scikit-learn: machine learning in Python

Scikit-Learn API wrapper for Keras.

A Python package to assess and improve fairness of machine learning models.

Code for "Characterizing the Representation Disparity of Differential Privacy"

Differentially Private Optimization for PyTorch 👁🙅‍♀️

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

StyleGAN - Official TensorFlow Implementation

Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)

Distributionally robust neural networks for group shifts

Progressive Growing of GANs for Improved Quality, Stability, and Variation

An adversarial example library for constructing attacks, building defenses, and benchmarking both

Flood-Filling Networks for instance segmentation in 3d volumes.