Singularity/Apptainer

Ray is a distributed Python runtime for scaling compute-intensive workloads from a laptop to a cluster. Use Ray Core for task and actor parallelism, Ray Data for distributed ETL, Ray Train for distrib

1 shared topic • 3 shared operations

Use this skill for Slurm workload manager operations across HPC and cloud clusters, including sbatch job submission, srun interactive execution, squeue and sacct monitoring, resource request tuning, d

1 shared topic • 3 shared operations

Bioconda — community-driven Conda channel providing 12,000+ bioinformatics packages with pinned dependencies and reproducible environments. Supports recipe creation, environment management, containeri

1 shared topic • 2 shared operations

Pixi — fast, cross-platform package manager for conda and PyPI packages with project-level lockfiles and built-in task runner. Uses pixi.toml manifest for reproducible, multi-platform environments. Id

1 shared topic • 2 shared operations

Poetry is the Python dependency management and packaging tool for creating reproducible projects with pyproject.toml and poetry.lock. Use this skill for dependency resolution, virtual environment isol

1 shared topic • 2 shared operations