robogast

FeatUp

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

dinov2-finetune

Testing adaptation of the DINOv2 encoder for vision tasks with Low-Rank Adaptation (LoRA)

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

mamba

Mamba SSM architecture

czkawka

Multi functional app to find duplicates, empty folders, similar images etc.

PySyft

Perform data science on data that remains in someone else's server

tutorial-multi-gpu

Efficient Distributed GPU Programming for Exascale, an SC/ISC Tutorial

isc2024-tutorial

Tutorial on Accelerating Generative AI with PyTorch at ISC 2024

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

coz

Coz: Causal Profiling

Pangu-Weather

An official implementation of Pangu-Weather

MV-Kumaraswamy

diagnosenet

An Open-source Framework for Scalable Neural Networks on Heterogeneous Systems

STRUMPACK

Structured Matrix Package (LBNL)

aenet-PyTorch

ænet-PyTorch: a GPU-supported implementation for machine learning atomic potentials training

coyo-dataset

COYO-700M: Large-scale Image-Text Pair Dataset

cunumeric

An Aspiring Drop-In Replacement for NumPy at Scale

tensor-cores-numerical-behavior

Test suite for probing the numerical behavior of NVIDIA tensor cores

lbann

Livermore Big Artificial Neural Network Toolkit

MLonHPC_May2023

Contains the material for the Machine Learning on HPC systems course on 16-05-2023

charliecloud

Now hosted on GitLab.

private-gpt

Interact with your documents using the power of GPT, 100% privately, no data leaks

merlin

Machine Learning for HPC Workflows

mermaid

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

langchain

🦜🔗 Build context-aware reasoning applications

gpx

A python package that brings support for reading, writing and converting GPX files.

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

pyenv

Simple Python version management

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡