Josh Gardner's repositories
driving-with-data-detroit
Code for paper "Driving With Data: Modeling and Forecasting Vehicle Fleet Maintenance in Detroit".
ffn-tracer
Neuron tracing based on flood-filling networks (FFN)
subgroup-robustness-grows-on-trees
Code for the NeurIPS 2022 paper "Subgroup Robustness Grows on Trees: An Empirical Baseline Investigation"
characterizing-rd-of-dp
Code for "Characterizing the Representation Disparity of Differential Privacy"
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
DomainBed
DomainBed is a suite to test domain generalization algorithms
fairlearn
A Python package to assess and improve fairness of machine learning models.
jukemir
Perform transfer learning for MIR using Jukebox!
keras-vggface
VGGFace implementation with Keras Framework
librosa
Python library for audio and music analysis
llama-recipes
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. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger
llark
Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.
LLaVA
Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
progressive_growing_of_gans
Progressive Growing of GANs for Improved Quality, Stability, and Variation
rtdl
Research on Tabular Deep Learning (Python package & papers)
scikeras
Scikit-Learn API wrapper for Keras.
scikit-learn
scikit-learn: machine learning in Python
StyleGAN-Tensorflow
Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)
tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
UWrc.github.io
The best research computing website in all the land.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch