Pinned Repositories
abroca
Functions and utilities for using the Absolute Between-ROC Area (ABROCA) for model evaluation
auctestr
auctestr r package
budget-optimal-task-allocation-crowdsourcing
A Python implementation and experimental analysis of Karger, Oh, and Shah (2014): *Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems*.
distributed-machine-learning-spark-MOOC
Course files for UC Berkeley CS120x course on edX, Jul/Aug 2016
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"
dclm
DataComp for Language Models
rtfm
Research on Tabular Foundation Models
tableshift
A benchmark for distribution shift in tabular data
jpgard's Repositories
jpgard/driving-with-data-detroit
Code for paper "Driving With Data: Modeling and Forecasting Vehicle Fleet Maintenance in Detroit".
jpgard/ffn-tracer
Neuron tracing based on flood-filling networks (FFN)
jpgard/subgroup-robustness-grows-on-trees
Code for the NeurIPS 2022 paper "Subgroup Robustness Grows on Trees: An Empirical Baseline Investigation"
jpgard/dro
Experiments in distributionally-robust optimization
jpgard/characterizing-rd-of-dp
Code for "Characterizing the Representation Disparity of Differential Privacy"
jpgard/cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
jpgard/DomainBed
DomainBed is a suite to test domain generalization algorithms
jpgard/dp-fairness-experiments
jpgard/fairlearn
A Python package to assess and improve fairness of machine learning models.
jpgard/federated
Federated learning experiments
jpgard/ffn
Flood-Filling Networks for instance segmentation in 3d volumes.
jpgard/group_DRO
Distributionally robust neural networks for group shifts
jpgard/jukemir
Perform transfer learning for MIR using Jukebox!
jpgard/keras-vggface
VGGFace implementation with Keras Framework
jpgard/librosa
Python library for audio and music analysis
jpgard/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
jpgard/llark
Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.
jpgard/LLaVA
Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
jpgard/podscrape
jpgard/progressive_growing_of_gans
Progressive Growing of GANs for Improved Quality, Stability, and Variation
jpgard/pyvacy
Differentially Private Optimization for PyTorch 👁🙅♀️
jpgard/rtdl
Research on Tabular Deep Learning (Python package & papers)
jpgard/scikeras
Scikit-Learn API wrapper for Keras.
jpgard/scikit-learn
scikit-learn: machine learning in Python
jpgard/stylegan
StyleGAN - Official TensorFlow Implementation
jpgard/StyleGAN-Tensorflow
Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)
jpgard/tableshift-web
jpgard/tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
jpgard/UWrc.github.io
The best research computing website in all the land.
jpgard/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch