robogast

langchain

🦜🔗 Build context-aware reasoning applications

mermaid

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

private-gpt

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

Prompt-Engineering-Guide

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

pyenv

Simple Python version management

scalene

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

coz

Coz: Causal Profiling

lightning-hydra-template

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

webdataset

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

coyo-dataset

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

Pangu-Weather

An official implementation of Pangu-Weather

cunumeric

An Aspiring Drop-In Replacement for NumPy at Scale

charliecloud

Lightweight user-defined software stacks for high-performance computing.

hydra-zen

Create powerful Hydra applications without the yaml files and boilerplate code.

lbann

Livermore Big Artificial Neural Network Toolkit

awesome-topological-deep-learning

A curated list of topological deep learning (TDL) resources and links.

STRUMPACK

Structured Matrix Package (LBNL)

merlin

Machine Learning for HPC Workflows

rvq-vae-gpt

My attempts at applying Soundstream design on learned tokenization of text and then applying hierarchical attention to text generation

test-infra

This repository hosts code that supports the testing infrastructure for the main PyTorch repo. For example, this repo hosts the logic to track disabled tests and slow tests, as well as our continuation integration jobs HUD/dashboard.

AICodePal

An AI-managed open-source code review and assistance tool to help developers write better, more efficient, and secure code.

tensor-cores-numerical-behavior

Test suite for probing the numerical behavior of NVIDIA tensor cores

MV-Kumaraswamy

hpc-doc

HPC-services user documentation.

aenet-PyTorch

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

gpx

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

wheels_builder

MLonHPC_May2023

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

isc2024-tutorial

Tutorial on Accelerating Generative AI with PyTorch at ISC 2024

diagnosenet

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