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declanhealy2

PROFILE

Declanhealy2

Contributed to the ml-explore/mlx repository by developing FFT Frequency Utilities and Axis Enhancements, focusing on improving frequency-domain analysis workflows. Implemented fftfreq and rfftfreq utilities to enable direct computation of discrete Fourier Transform sample frequencies, and extended fftshift and ifftshift functions to support scalar axes, increasing flexibility for multi-dimensional FFT operations. The work was carried out using both C++ and Python, leveraging skills in numerical computing and data analysis. These enhancements streamlined the API for users working with FFT-based tasks, providing more ergonomic and efficient tools for scientific computing without introducing any bug fixes during the development period.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
154
Activity Months1

Work History

April 2026

1 Commits • 1 Features

Apr 1, 2026

April 2026 monthly summary for ml-explore/mlx: Key feature delivered: FFT Frequency Utilities and Axis Enhancements. This work adds fftfreq and rfftfreq to enable direct computation of discrete Fourier Transform sample frequencies, and extends fftshift and ifftshift to support scalar axes, increasing flexibility for multi-dimensional FFT workflows. These changes accelerate frequency-domain analysis and improve API ergonomics for users performing FFT-based tasks. Commit 2105df91dabe4b364450f2537705aa1dd0b721e2 with message 'Add fftfreq, rfftfreq and scalar axes for fftshift/ifftshift (#3298)'.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

C++ developmentPython developmentdata analysisnumerical computing

Repositories Contributed To

1 repo

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

ml-explore/mlx

Apr 2026 Apr 2026
1 Month active

Languages Used

C++Python

Technical Skills

C++ developmentPython developmentdata analysisnumerical computing