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Zer0credibility

In March 2025, Chris Rhodes developed PyTorch support for the sympy/sympy repository, enabling symbolic expressions in SymPy to be converted directly into PyTorch code. He implemented a TorchPrinter and extended lambdify functionality, allowing seamless integration between symbolic mathematics and machine learning workflows. Using Python and YAML, Chris refactored the PyTorch printing logic, improved test coverage, and reorganized packaging to ensure reproducibility in CI environments. His work included enhancing code quality through linting and removing obsolete code, as well as strengthening test governance. This contribution deepened SymPy’s interoperability with PyTorch, supporting more robust and automated ML-oriented development pipelines.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

9Total
Bugs
0
Commits
9
Features
1
Lines of code
943
Activity Months1

Work History

March 2025

9 Commits • 1 Features

Mar 1, 2025

March 2025 performance summary focusing on delivering PyTorch support in SymPy and strengthening test/packaging infrastructure to accelerate ML-oriented workflows.

Activity

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Quality Metrics

Correctness93.4%
Maintainability93.4%
Architecture91.2%
Performance86.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

GitattributesPythonShellYAML

Technical Skills

CI/CDCode GenerationCode RefactoringConfigurationDevOpsLibrary IntegrationPythonPython DevelopmentRelease ManagementScriptingSymbolic MathematicsTestingVersion Control

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

sympy/sympy

Mar 2025 Mar 2025
1 Month active

Languages Used

GitattributesPythonShellYAML

Technical Skills

CI/CDCode GenerationCode RefactoringConfigurationDevOpsLibrary Integration

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