jpgard

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"

dro

Experiments in distributionally-robust optimization

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

dp-fairness-experiments

fairlearn

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

federated

Federated learning experiments

federated-1

A framework for implementing federated learning

ffn

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

group_DRO

Distributionally robust neural networks for group shifts

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

LLaVA

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

podscrape

progressive_growing_of_gans

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

pyvacy

Differentially Private Optimization for PyTorch 👁🙅‍♀️

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

StyleGAN - Official TensorFlow Implementation

StyleGAN-Tensorflow

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

tableshift-web

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