Machine Learning Engineering Open Book
dstack is an open-source alternative to Kubernetes and Slurm, designed to simplify GPU allocation and AI workload orchestration for ML teams across top clouds, on-prem clusters, and accelerators.
A scalable, efficient, cross-platform (Linux/macOS) and easy-to-use workflow engine in pure Python.
Best practices & guides on how to write distributed pytorch training code
Lightweight fast function pipeline (DAG) creation in pure Python for scientific workflows 🕸️🧪
TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.
Simplify HPC and Batch workloads on Azure
SEML: Slurm Experiment Management Library
A toolset for black-box hyperparameter optimisation.
Slurm-Mail is a drop in replacement for Slurm's e-mails to give users much more information about their jobs compared to the standard Slurm e-mails.
A Slurm dashboard for the terminal.
🦠📇 Microbial genomes-to-report pipeline
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