Signal Kit.Rs
C 68 completed
Library
unknown / rust · tiny
49
Files
9,891
LOC
0
Frameworks
6
Languages
Pipeline State
completedRun ID
#303863Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
59.08Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47500
Member of a group with 1 similar repo(s) — canonical #92845 view group →
Top concepts (6)
Project DescriptiontestingLibraryFactorySearchTesting
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Browse all specs →Sample distilled functions (click for full spec)
benchmark_summaryPrints a formatted, multi-line summary report detailing the performance results of a SIMD benchmark. It takes no inputs and produces no return value, only writing structured text to the standard output stream. The function's notable side-effect is displaying a comprehensive analysis comparing explic
benchmark_detailed_comparisonMeasures and prints the relative performance of three methods—explicit SIMD, auto-vectorized scalar, and non-vectorized scalar—for element-wise addition and multiplication of two large floating-point vectors. It takes no inputs and outputs nothing directly, but it prints detailed timing comparisons
benchmark_complex32_convolutionExecutes a performance comparison between complex convolution using SIMD and scalar methods. It takes no explicit inputs but internally generates sample signal and kernel data of fixed sizes for benchmarking. The function outputs timing measurements and a calculated speedup factor printed to standar
AI Prompt
Create a Digital Signal Processing library, Signal-Kit, primarily in Rust, but with Python bindings. The library needs functionality for signal generation (like AWGN and various carriers such as QPSK, 16-QAM), modulation schemes, and filtering (including Root-Raised Cosine pulse shaping). It should also support spectrum analysis, like Welch PSD estimation, and channel simulation for multi-carrier transponders. Crucially, it must provide a zero-copy NumPy interface via PyO3 for easy Python integration. Please structure the code to handle these core DSP tasks.
rust python dsp signal-processing numpy pyo3 communication-systems signal-generation
Generated by gemma4:latest
Catalog Information
Signal-Kit is a Digital Signal Processing library designed for use in communication systems, providing functionality accessible through Python bindings.
Description
Signal-Kit is an open-source library focused on digital signal processing for communication systems. It offers a range of functionalities that can be leveraged using Python bindings. The project aims to provide efficient and effective tools for handling signals within the context of communication systems.
الوصف
يعد مكتبة سينال كيت (Signal-Kit) مكتبة رقمية للProcessing المعالجة، مصممة للاستخدام في أنظمة الاتصالات، وتوفر وظائف يمكن الوصول إليها من خلال وحدات Python. يهدف المشروع إلى تقديم أدوات فعالة ومؤثفة للمعالجة الرقمية للرسائل في سياق الأنظمة الإلكترونية.
Novelty
5/10Tags
digital-signal-processing communication-systems python-bindings signal-handling
Claude Models
claude (unknown version)
Quality Score
C
68.4/100
Structure
76
Code Quality
55
Documentation
61
Testing
65
Practices
75
Security
92
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Weaknesses
- 3136 duplicate lines detected \u2014 consider DRY refactoring
- 4 'god files' with >500 LOC need decomposition
Security & Health
4.6h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
Repobility · MCP-ready · https://repobility.com
PASS
Quality Gate
A
Risk (1)
MIT
License
19.5%
Duplication
Languages
Frameworks
None detected
Symbols
function425
extension78
type_alias51
struct24
constant17
enum9
trait2
variable2
Concepts (6)
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| auto_description | Project Description | A Rust library for digital signal processing in communications systems with Python bindings. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Library | library | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Search | Detected from 5 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 9 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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