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@plasma-umass

PLASMA @ UMass

Home of Scalene, Slipcover, BLeak, Hoard, and more.

PLASMA (Programming Languages and Systems at Massachusetts)

Current PhD Students

PLASMA projects

  • RightTyper: Automatically annotates your Python code with high-quality typesPyPI Latest ReleaseDownloadsDownloadsGitHub stars

  • Scalene: A state-of-the-art CPU+GPU+memory profiler for Python, with AI-powered optimization suggestionsPyPI Latest ReleaseAnaconda-Server BadgeDownloadsDownloadsGitHub stars

  • Coz: Acausal profiler that tells you where to optimize your code (C/C++/Rust/Swift/Java)GitHub starsRust crate downloads(just counting Rust crate downloads)

  • CSrankings: Ranks the world's CS departmentsGitHub stars

  • CoverUp: Automatically generates high-coverage testsPyPI Latest ReleaseDownloadsGitHub stars

  • Slipcover: Nearly zero-overhead code coverage analysis for PythonPyPI Latest ReleaseDownloadsGitHub stars

  • ChatDBG: AI-assisted debugging inlldb,gdb, andpdb. Uses AI to answer 'why'PyPI Latest ReleaseDownloadsDownloadsGitHub stars

  • CWhy: ("See why") Explains and suggests fixes for C/C++/Rust compiler error messages.PyPI Latest ReleaseDownloadsDownloadsGitHub stars

  • Commentator: Automatically comments Python code, adding docstrings and type annotationsPyPI Latest ReleaseDownloadsDownloadsGitHub stars

  • SQLwrite: SQLite3 with natural language to SQL, recommends indexes to optimize queriesGitHub stars

Selected PLASMA publications

Seethis DBLP entry for a complete list of PLASMA papers co-authored by Emery Berger.

PhD Alumni

MS Alumni

PLASMA publications

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  1. scalenescalenePublic

    Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

    Python 13.1k 430

  2. cozcozPublic

    Coz: Causal Profiling

    C 4.4k 167

  3. ChatDBGChatDBGPublic

    ChatDBG - AI-assisted debugging. Uses AI to answer 'why'

    Python 1k 79

  4. slipcoverslipcoverPublic

    Near Zero-Overhead Python Code Coverage

    Python 547 26

  5. cwhycwhyPublic

    "See why!" Explains and suggests fixes for compile-time errors for C, C++, C#, Go, Java, LaTeX, PHP, Python, Ruby, Rust, and TypeScript

    Python 301 9

  6. sqlwritesqlwritePublic

    SQLwrite: AI in your DBMS! Automatically converts natural language queries to SQL.

    C 122 10

Repositories

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Showing 10 of 105 repositories
  • accelerant Public
    plasma-umass/accelerant’s past year of commit activity
    Python 2Apache-2.00 0 0 UpdatedNov 6, 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

    plasma-umass/cwhy’s past year of commit activity
    Python 301Apache-2.0 9 2 0 UpdatedNov 5, 2025
  • scalene Public

    Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

    plasma-umass/scalene’s past year of commit activity
    Python 13,070Apache-2.0 430 162(1 issue needs help) 7 UpdatedNov 6, 2025
  • ChatDBG Public

    ChatDBG - AI-assisted debugging. Uses AI to answer 'why'

    plasma-umass/ChatDBG’s past year of commit activity
    Python 1,043Apache-2.0 79 10 4 UpdatedNov 5, 2025
  • TypeEvalPy Public Forked fromsecure-software-engineering/TypeEvalPy

    A Micro-benchmarking Framework for Python Type Inference Tools

    plasma-umass/TypeEvalPy’s past year of commit activity
    Python0 4 0 0 UpdatedNov 4, 2025
  • coverup Public

    Automatic AI-powered test suite generator

    plasma-umass/coverup’s past year of commit activity
    Python 93Apache-2.0 13 3 0 UpdatedOct 29, 2025
  • slipcover Public

    Near Zero-Overhead Python Code Coverage

    plasma-umass/slipcover’s past year of commit activity
    Python 547Apache-2.0 26 10 2 UpdatedOct 9, 2025
  • bigO Public

    Measures empirical computational complexity (in both time and space) of functions

    plasma-umass/bigO’s past year of commit activity
    Python 9Apache-2.0 2 0 0 UpdatedAug 23, 2025
  • coz Public

    Coz: Causal Profiling

    plasma-umass/coz’s past year of commit activity
    C 4,401 167 47 7 UpdatedAug 9, 2025
  • .github Public
    plasma-umass/.github’s past year of commit activity
    0Apache-2.0 1 0 0 UpdatedJul 11, 2025

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