jax2sympy
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Scientific vocabulary similarity
Low similarity (2.3%) to scientific vocabulary
Last synced: 6 months ago
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JSON representation
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Repository
Basic Info
- Host: GitHub
- Owner: johnviljoen
- License: mit
- Language: Python
- Default Branch: main
- Size: 85.9 KB
Statistics
- Stars: 4
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 0
Created about 1 year ago
· Last pushed 9 months ago
Metadata Files
Readme
License
Citation
README.md
Jax2SymPy
This repo translates jaxpr graphs into a SymPy elementwise expressions. This allows for symbolic analysis of the system. An example use case is finding sparsity pattern of jacobians and hessians of vector valued functions through symbolic differentiation, find example code under sparsity.py.
Owner
- Login: johnviljoen
- Kind: user
- Repositories: 1
- Profile: https://github.com/johnviljoen
Citation (citation.cff)
cff-version: 1.2.0
message: "If you use this repository, please cite it as follows."
title: "jax2sympy"
authors:
- family-names: "John"
given-names: "Viljoen"
version: "1.0.0"
# doi: "10.5281/zenodo.XXXXXX" # Optional, replace with DOI if available
date-released: 2025-01-01
url: "https://github.com/johnviljoen/jax2sympy"
GitHub Events
Total
- Issues event: 1
- Watch event: 8
- Issue comment event: 2
- Push event: 5
- Public event: 1
- Fork event: 1
Last Year
- Issues event: 1
- Watch event: 8
- Issue comment event: 2
- Push event: 5
- Public event: 1
- Fork event: 1
Dependencies
pyproject.toml
pypi
- jax [cuda12]
- matplotlib *
- sympy *
- tqdm *