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@plasma-umass PLASMA @ UMass

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    32 repositories

    • scalene

      Public
      Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
      pythoncpuprofiler
      pythoncpuprofilergpuperformance-analysismemory-allocationprofilingcpu-profilingmemory-consumptiongpu-programming
      Python
      •
      Apache License 2.0
      •440•14k•151•2•Updated Oct 1, 2026Oct 1, 2026

    • slipcover

      Public
      Near Zero-Overhead Python Code Coverage
      Python
      •
      Apache License 2.0
      •30•587•4•3•Updated Aug 14, 2026Aug 14, 2026

    • ChatDBG

      Public
      ChatDBG - AI-assisted debugging. Uses AI to answer 'why'
      pythondebuggerpdb
      pythondebuggerpdblldbc-programmingdebugging-toolscpp-programminggpt-3
      Python
      •
      Apache License 2.0
      •91•1.1k•9•2•Updated Jul 20, 2026Jul 20, 2026

    • RightTyper

      Public
      A fast and efficient type assistant for Python, including tensor shape inference
      Python
      •
      Apache License 2.0
      •10•0•0•0•Updated Apr 7, 2026Apr 7, 2026

    • coverup

      Public
      Automatic AI-powered test suite generator
      pythontestingopenai
      pythontestingopenaitesting-frameworkgpt-4aws-bedrockanthropic-ai
      Python
      •
      Apache License 2.0
      •18•115•5•0•Updated Apr 5, 2026Apr 5, 2026

    • TypeEvalPy

      Public
      A Micro-benchmarking Framework for Python Type Inference Tools
      Python
      •6•1•0•0•Updated Mar 24, 2026Mar 24, 2026

    • evidence

      Public
      Python
      •0•1•0•0•Updated Feb 1, 2026Feb 1, 2026

    • bigO

      Public
      Measures empirical computational complexity (in both time and space) of functions
      pythonprofilerperformance-analysis
      pythonprofilerperformance-analysiscomplexity-measure
      Python
      •
      Apache License 2.0
      •4•59•1•0•Updated Jan 6, 2026Jan 6, 2026

    • accelerant

      Public
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Dec 3, 2025Dec 3, 2025

    • cwhy

      Public
      "See why!" Explains and suggests fixes for compile-time errors for C, C++, C#, Go, Java, LaTeX, PHP, Python, Ruby, Rust, and TypeScript
      rubypythonjava
      rubypythonjavarustgolangc-plus-plustypescriptlatexcsharpc-programming
      Python
      •
      Apache License 2.0
      •9•304•2•0•Updated Nov 10, 2025Nov 10, 2025

    • typybench

      Public
      [ICML2025] Evaluating LLM Type Inference for Untyped Python Repositories
      Python
      •
      MIT License
      •3•0•0•0•Updated Jun 22, 2025Jun 22, 2025

    • pythoness

      Public
      Pythoness: use natural language to define Python functions.
      pythonopenaigpt
      pythonopenaigptgpt-4
      Python
      •2•21•0•0•Updated Apr 22, 2025Apr 22, 2025

    • coverup-eval

      Public
      Python
      •
      Apache License 2.0
      •2•5•1•0•Updated Apr 15, 2025Apr 15, 2025

    • codamosa

      Public
      Python
      •
      MIT License
      •35•0•0•0•Updated Apr 12, 2025Apr 12, 2025

    • MuTAP

      Public
      MutAP: A prompt_based learning technique to automatically generate test cases with Large Language Model
      Python
      •12•0•0•0•Updated Apr 11, 2025Apr 11, 2025

    • pytest-cleanslate

      Public
      Python
      •
      Apache License 2.0
      •0•4•0•0•Updated Apr 10, 2025Apr 10, 2025

    • botocore

      Public
      The low-level, core functionality of boto3 and the AWS CLI.
      Python
      •
      Apache License 2.0
      •1.2k•0•0•0•Updated Oct 1, 2024Oct 1, 2024

    • llm-utils

      Public
      Utilities for our LLM projects (CWhy, ChatDBG, ...).
      Python
      •
      Apache License 2.0
      •3•7•0•0•Updated Mar 5, 2024Mar 5, 2024

    • commentator

      Public
      Automatically comments Python code, adding docstrings and type annotations, with optional translation to other languages.
      pythontypesbedrock
      pythontypesbedrockopenaicommentsamazon-web-servicesdocstringsgpt-3gpt-4
      Python
      •
      Apache License 2.0
      •1•27•0•0•Updated Feb 29, 2024Feb 29, 2024

    • cpython-310

      Public
      The Python programming language
      Python
      •
      Other
      •37k•0•0•0•Updated Dec 31, 2023Dec 31, 2023

    • crdp

      Public
      A fast Ramer-Douglas-Peucker algorithm implementation.
      Python
      •
      MIT License
      •8•1•0•0•Updated Sep 3, 2023Sep 3, 2023

    • ChatSheet

      Public
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Aug 11, 2023Aug 11, 2023

    • cs630-ouroboros-template

      Public template
      COMPSCI 630 Spring 2023 Ouroboros Python Optimizer Project
      Python
      •0•0•0•0•Updated Mar 9, 2023Mar 9, 2023

    • scalene-benchmarks

      Public
      Benchmarks comparing Scalene with other commonly-used profilers
      Python
      •0•1•0•0•Updated Jul 6, 2022Jul 6, 2022

    • rdp

      Public
      Python/Numpy implementation of the Ramer-Douglas-Peucker algorithm
      Python
      •
      MIT License
      •123•0•0•0•Updated Jul 31, 2020Jul 31, 2020

    • snakefish

      Public
      parallel Python
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•11•0•0•Updated Jun 24, 2020Jun 24, 2020

    • snakeprof-project

      Public template
      snakes on a prof
      Python
      •0•0•0•0•Updated Dec 4, 2019Dec 4, 2019

    • AutomanPy

      Public
      Python Bindings of AutoMan
      Python
      •
      GNU General Public License v2.0
      •1•0•0•0•Updated Oct 15, 2018Oct 15, 2018

    • CSrankings

      Public
      A web app for ranking computer science departments according to their research output in selective venues.
      Python
      •
      Other
      •3.9k•0•0•0•Updated May 22, 2018May 22, 2018

    • pangloss

      Public
      Experimental naive Bayes classifier to identify programming languages
      Python
      •
      MIT License
      •1•0•0•0•Updated Mar 11, 2018Mar 11, 2018
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