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Matthew Hoffman's Projects

4dgaussians icon 4dgaussians

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

accelerate icon accelerate

πŸš€ A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

astroid icon astroid

A common base representation of python source code for pylint and other projects

autoencoder icon autoencoder

Autoencoder implemented in Julia using Tensorflow.jl

cloudpathlib icon cloudpathlib

Python pathlib-style classes for cloud storage services such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.

coverage-action icon coverage-action

Github Action that generates a coverage summary using a Cobertura XML report

data icon data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

datasets icon datasets

πŸ€— The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

deepspeed-mii icon deepspeed-mii

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

flytekit icon flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

hypothesis-torch icon hypothesis-torch

Hypothesis strategies for various Pytorch structures (including tensors and modules).

mgba icon mgba

mGBA Game Boy Advance Emulator

mike icon mike

Manage multiple versions of your MkDocs-powered documentation via Git

mypy icon mypy

Optional static typing for Python

psutil icon psutil

Cross-platform lib for process and system monitoring in Python

pylint icon pylint

It's not just a linter that annoys you!

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning icon pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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