Submission information
Submission Number: 170
Submission ID: 3921
Submission UUID: 0e67df99-9c6f-4631-a77e-3c044ea40f69
Submission URI: /form/resource
Created: Wed, 08/16/2023 - 19:41
Completed: Wed, 08/16/2023 - 19:41
Changed: Fri, 03/14/2025 - 11:43
Remote IP address: 2603:8080:5702:1fcc:c4ba:37e7:9b29:4325
Submitted by: Sohil Shrestha
Language: English
Is draft: No
Webform: Knowledge Base Resources
| Approved | Yes |
|---|---|
| Title | Numba: Compiler for Python |
| Category | Docs |
| Skill Level | Intermediate, Advanced |
| Description | Numba is a Python compiler designed for accelerating numerical and array operations, enabling users to enhance their application's performance by writing high-performance functions in Python itself. It utilizes LLVM to transform pure Python code into optimized machine code, achieving speeds comparable to languages like C, C++, and Fortran. Noteworthy features include dynamic code generation during import or runtime, support for both CPU and GPU hardware, and seamless integration with the Python scientific software ecosystem, particularly Numpy. |
| Link to Resource | |
| Tags | vectorization, optimization, performance-tuning, parallelization |
| Domain | ACCESS CSSN, Campus Champions, CAREERS, CCMNet, Great Plains, Kentucky, Northeast |
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