NumPy
Core Python arrays and numerical computing library.
- Category
- Python and Scientific Python
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
SOFTWARE & TECHNICAL REFERENCES
HPC & AI Factory Applications
Search verified software references, technical metadata, and project-specific setup instructions.
14 published records
Request an application →| Application | Category | Language | Platform | Hardware / HPC | Installation | License | Links | Support |
|---|---|---|---|---|---|---|---|---|
| NumPyCore Python arrays and numerical computing library.Python · NumPy Developers | Python and Scientific Python | — | See upstream | See upstream | Commands available | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| PyTorchMachine learning framework with CPU and accelerator installation choices.Python · PyTorch Contributors | AI Factory and GPU Infrastructure | — | See upstream | The official installer offers CPU and accelerator build options; select a build compatible with the installed operating system, drivers, and accelerator. | Project docs | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| SlurmOpen-source workload manager for allocating cluster resources and running batch and parallel jobs.Software · SchedMD | HPC Cluster Management | — | Linux (the upstream repository states this is the tested platform) | See upstream | Project docs | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| vLLMInference and serving engine for supported language-model workloads.Runtime · vLLM Project | AI Factory and GPU Infrastructure | — | See upstream | Current quick start documents a Linux NVIDIA GPU installation; other backends have separate release-specific instructions. | Commands available | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| ApptainerPortable application containers designed for reproducible computing, including HPC environments.Software · Apptainer Project | HPC Containers and Environments | — | See upstream | See upstream | Project docs | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| DaskPython tools for parallel and distributed computing on a laptop, workstation, or cluster.Python · Dask Contributors | Workflow and Experiment Management | — | See upstream | See upstream | Commands available | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| GROMACSMolecular dynamics package for biomolecular simulation.Software · GROMACS Development Team | Scientific Computing and Simulation | — | See upstream | See upstream | Project docs | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| Hugging Face TransformersPython library supporting model definitions and workflows across text, vision, audio, and multimodal tasks.Python · Hugging Face | AI Models and Model Runtimes | — | See upstream | See upstream | Commands available | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| JupyterLabWeb-based interactive development environment for notebooks, code, and data.Python · Project Jupyter | Python and Scientific Python | — | See upstream | See upstream | Commands available | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| LAMMPSMolecular simulation package for materials modeling and particle-based simulations.Software · LAMMPS Developers | Scientific Computing and Simulation | — | See upstream | See upstream | Commands available | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| Llama 3.1 8B InstructInstruction-tuned 8B text model in Meta's Llama 3.1 family.Model · Meta | Text generation and LLMs | — | See upstream | Hardware requirements vary with precision, context length, runtime, and quantization; this directory does not state a minimum GPU requirement. | Commands available | Llama 3.1 Community License (custom terms; not a permissive OSI license) | Source ↗Docs ↗ | Ask MCR Tech |
| Open MPIOpen-source implementation of the Message Passing Interface standard.Software · Open MPI Project | HPC Development and Runtime | — | See upstream | See upstream | Project docs | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| Quantum ESPRESSOOpen-source suite for electronic-structure and materials simulations.Software · Quantum ESPRESSO Foundation | Scientific Computing and Simulation | — | See upstream | See upstream | Project docs | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
| SpackBuild and package manager for scientific software across platforms and configurations.Tool · Spack Project | HPC Containers and Environments | — | See upstream | See upstream | Commands available | Check upstream terms | Source ↗Docs ↗ | Ask MCR Tech |
PyTorch
Machine learning framework with CPU and accelerator installation choices.
- Category
- AI Factory and GPU Infrastructure
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- The official installer offers CPU and accelerator build options; select a build compatible with the installed operating system, drivers, and accelerator.
- License
- Check upstream terms
Slurm
Open-source workload manager for allocating cluster resources and running batch and parallel jobs.
- Category
- HPC Cluster Management
- Language
- —
- Platform
- Linux (the upstream repository states this is the tested platform)
- Hardware / HPC
- See upstream
- License
- Check upstream terms
vLLM
Inference and serving engine for supported language-model workloads.
- Category
- AI Factory and GPU Infrastructure
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- Current quick start documents a Linux NVIDIA GPU installation; other backends have separate release-specific instructions.
- License
- Check upstream terms
Apptainer
Portable application containers designed for reproducible computing, including HPC environments.
- Category
- HPC Containers and Environments
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
Dask
Python tools for parallel and distributed computing on a laptop, workstation, or cluster.
- Category
- Workflow and Experiment Management
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
GROMACS
Molecular dynamics package for biomolecular simulation.
- Category
- Scientific Computing and Simulation
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
Hugging Face Transformers
Python library supporting model definitions and workflows across text, vision, audio, and multimodal tasks.
- Category
- AI Models and Model Runtimes
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
JupyterLab
Web-based interactive development environment for notebooks, code, and data.
- Category
- Python and Scientific Python
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
LAMMPS
Molecular simulation package for materials modeling and particle-based simulations.
- Category
- Scientific Computing and Simulation
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
Llama 3.1 8B Instruct
Instruction-tuned 8B text model in Meta's Llama 3.1 family.
- Category
- Text generation and LLMs
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- Hardware requirements vary with precision, context length, runtime, and quantization; this directory does not state a minimum GPU requirement.
- License
- Llama 3.1 Community License (custom terms; not a permissive OSI license)
Open MPI
Open-source implementation of the Message Passing Interface standard.
- Category
- HPC Development and Runtime
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
Quantum ESPRESSO
Open-source suite for electronic-structure and materials simulations.
- Category
- Scientific Computing and Simulation
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms
Spack
Build and package manager for scientific software across platforms and configurations.
- Category
- HPC Containers and Environments
- Language
- —
- Platform
- See upstream
- Hardware / HPC
- See upstream
- License
- Check upstream terms