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Ahmed Taeha

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Ahmed Taeha

Taha Ahmed expanded the complex-domain capabilities of the jax-ml/jax repository by implementing complex-input support for the Gamma function in April 2026. Using Python and advanced numerical methods, he applied the Lanczos approximation alongside the reflection formula to enhance the jax.scipy.special.gamma function, enabling it to robustly handle complex inputs. This work improved numerical correctness for scientific computing and machine learning workflows that require accurate special function evaluation. Although the contribution focused on a single feature, it demonstrated depth in scientific computing and laid the groundwork for broader complex-domain support in JAX, addressing a nuanced challenge in numerical software development.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
114
Activity Months1

Work History

April 2026

1 Commits • 1 Features

Apr 1, 2026

April 2026: Feature delivery focused on expanding complex-domain capabilities in JAX. Implemented complex-input support for the Gamma function using Lanczos approximation with the reflection formula in jax.scipy.special.gamma, improving numerical correctness for complex inputs.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Pythonnumerical methodsscientific computing

Repositories Contributed To

1 repo

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

jax-ml/jax

Apr 2026 Apr 2026
1 Month active

Languages Used

Python

Technical Skills

Pythonnumerical methodsscientific computing