jnirschl

stable-diffusion

A latent text-to-image diffusion model

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

docker-stacks

Ready-to-run Docker images containing Jupyter applications

automl

Google Brain AutoML

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

borb

borb is a library for reading, creating and manipulating PDF files in python.

lingvo

Lingvo

benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

lovely-tensors

Tensors, for human consumption

train-CLIP

A PyTorch Lightning solution to training OpenAI's CLIP from scratch.

pykg2vec

Python library for knowledge graph embedding and representation learning.

Slurm_tools

My tools for the Slurm HPC workload manager

escnn

Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/

PyPDF4

A utility to read and write PDFs with Python

MedQA

Code and data for MedQA

nested-tmux

A simple tmux configuration for nested tmux sessions

research_code

Writing good research code

robustness-foundation-models

This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.

papers_with_data_to_mine

published papers with a lot of data

finetuning-scheduler

A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.

Re-stained_WSIs_Registration

Re-stained whole slide image alignment

pathway-figure-ocr

Extracting gene sets from published pathway figures

o2vae

O2VAE: a model for orientation-invariant representation learning (phenotyping) in cell biology data

microbial-dataset-generation

code used to generate synthetic microbiological dataset in the paper "Generation of microbial colonies dataset with deep learning style transfer"

MusMorph

MusMorph, a database of standardized mouse morphology data for morphometric meta-analyses.

MultiStar

SVSUtil

Apply 3D LUT color transform to an SVS, updating the image tiles in-situ.