Distributed Spectral Conditioned Optimizer for Muon/Scion.

H-Net: Hierarchical Network with Dynamic Chunking

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

An implementation of PSGD Kron second-order optimizer for PyTorch

A PyTorch native platform for training generative AI models

[ICLR 2026] Polynomial, trigonometric, and tropical activations

NanoGPT (124M) in 2 minutes

🧱 Modula software package

An "awesome music theory" kinda wiki with books, resources and courses for studying everything about music and sound

A flexible template, as a quick setup for deep learning projects in pytorch-lightning

YSDA course in Natural Language Processing

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.

Collection of audio-focused loss functions in PyTorch

Deep Learning Audio Course, 2024

CMS ML Documentation

https://huyenchip.com/ml-interviews-book/

Source for https://fullstackdeeplearning.com

FFCV: Fast Forward Computer Vision (and other ML workloads!)

Official implementation of "Particle Transformer for Jet Tagging".

Free MLOps course from DataTalks.Club

Data science interview questions and answers

Functional deep learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.