Protect your time!

load pytorch tensors really fast with compression and memory reuse

Official code for "F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching"

Train to 94% on CIFAR-10 in 4.4 seconds on a single A100

Matlab Notebook for visualizing random matrix theory results and their applications to machine learning

ASDL: Automatic Second-order Differentiation Library for PyTorch

Official repo to On the Generalization Ability of Retrieval-Enhanced Transformers

Python or Mathematica. Using relationship between nested parentheses and triangulated polygon to improve runtime of DP on MCM

Implementation of dual numbers for automatic differentiation of programs

Reliably updated country-level daily cases,deaths, recovered and testing

Automatic Differentiation for high-performance stencil loops

Model interpretability and understanding for PyTorch

TensorSimplify simplifies tensors involving Dot, Tr and the IdentityTensor

Debug PyTorch code using PySnooper

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

Matrix square root with gradient support for PyTorch

Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174

A powerful set of Python debugging tools, based on PySnooper

This project now lives on in a rewrite at https://gitlab.redox-os.org/redox-os/parallel

Pytorch implementation of KFAC and E-KFAC (Natural Gradient).

A tool to parallelize shell commands.

"rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files

Count the MACs / FLOPs of your PyTorch model.

A high performance and generic framework for distributed DNN training

Deprecated. A maintained fork is available at https://github.com/vemel/mypy_boto3

Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)

The Hitchiker's Guide to PyTorch

Python bindings for pyNVML and psutil library over network

📊 A simple command-line utility for querying and monitoring GPU status