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NVIDIA/physicsnemo

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

Python Apache-2.0 main Stack scanned README.md
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Stars
3,051
Forks
728
Watchers
57
Issues
77
Commits
1,079
Awesome lists
1

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Activity and growth

Tracked growth, recent movement, and commit velocity from stored repository snapshots.

Latest capture 2026-07-16 03:03

Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Stars since baseline
+216
Snapshot coverage
5

Tracked growth

5 captures since 2026-05-25

Stars from baseline +216

Time horizon

All tracked data

Stars history

Total stars

Commits history

Default branch commits

Detected stack

Frameworks, package managers, ecosystems, and dependency manifests found during catalog scans.

Scanned 2026-07-16 03:03

Stack signals
2
Package managers
2
Manifest files
58
Dependencies
417

Frameworks and tools

  • Jupyter notebook · high confidence
  • pytest test framework · high confidence
pip uv python

Dependency files

58 manifests
  • pyproject.toml python ecosystem, 71 dependencies
  • uv.lock python ecosystem, 0 dependencies
  • examples/kinetic_monte_carlo/requirements.txt python ecosystem, 1 dependency
  • examples/multi_storage_client/requirements.txt python ecosystem, 2 dependencies
  • examples/additive_manufacturing/sintering_physics/requirements.txt python ecosystem, 11 dependencies
  • examples/cfd/darcy_fno/requirements.txt python ecosystem, 3 dependencies
  • examples/cfd/darcy_nested_fnos/requirements.txt python ecosystem, 1 dependency
  • examples/cfd/darcy_physics_informed/requirements.txt python ecosystem, 3 dependencies
  • 50 more files

Classification

Searchable topics, generated tags, and stack labels that explain where this repository fits.

Topics
6
Tags
0
Stacks
2

Topics

#deep-learning #machine-learning #nvidia-gpu #nvidia-warp #physics #pytorch

Generated tags

No generated tags yet.

Stack labels

Jupyter pytest

AI development signals

Agent instructions and tool configuration paths found in the repository tree.

34 paths

AI agent config detected

34 config paths 31 files 3 directories
Agent workspace 2 Cursor 31 Greptile

Key config paths

Review config paths

Showing the first 24 paths. 10 more detected.

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Metadata

Language
Python
License
Apache-2.0
Default branch
main
Created
2023-01-26
First commit
2023-02-25
Last pushed
2026-07-16
GitHub updated
2026-07-16
Last synced
2026-07-16 03:03
Stack detected
2026-07-16 03:03
Archived
no

Links and files

GitHub Website

https://developer.nvidia.com/physicsnemo

README

Appears in

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