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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 types PyPI Latest Release Downloads Downloads GitHub stars

  • Scalene: A state-of-the-art CPU+GPU+memory profiler for Python, with AI-powered optimization suggestions PyPI Latest Release Anaconda-Server Badge Downloads Downloads GitHub stars

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

  • CSrankings: Ranks the world's CS departments GitHub stars

  • CoverUp: Automatically generates high-coverage tests PyPI Latest Release Downloads GitHub stars

  • Slipcover: Nearly zero-overhead code coverage analysis for Python PyPI Latest Release Downloads GitHub stars

  • ChatDBG: AI-assisted debugging in lldb, gdb, and pdb. Uses AI to answer 'why' PyPI Latest Release Downloads Downloads GitHub stars

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

  • Commentator: Automatically comments Python code, adding docstrings and type annotations PyPI Latest Release Downloads Downloads GitHub stars

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

Selected PLASMA publications

See this 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. scalene scalene Public

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

    Python 13.2k 431

  2. coz coz Public

    Coz: Causal Profiling

    C 4.4k 167

  3. ChatDBG ChatDBG Public

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

    Python 1.1k 82

  4. slipcover slipcover Public

    Near Zero-Overhead Python Code Coverage

    Python 554 27

  5. cwhy 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

    Python 303 9

  6. sqlwrite sqlwrite Public

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

    C 123 10

Repositories

Showing 10 of 105 repositories
  • 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 13,171 Apache-2.0 431 163 (1 issue needs help) 4 Updated Dec 22, 2025
  • sqlwrite Public

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

    plasma-umass/sqlwrite’s past year of commit activity
    C 123 Apache-2.0 10 0 0 Updated Dec 16, 2025
  • coz Public

    Coz: Causal Profiling

    plasma-umass/coz’s past year of commit activity
    C 4,419 167 48 7 Updated Dec 10, 2025
  • doppio-demo Public Forked from jvilk/doppio-demo

    Demo of the Doppio Runtime System.

    plasma-umass/doppio-demo’s past year of commit activity
    Java 4 MIT 4 0 0 Updated Dec 8, 2025
  • accelerant Public
    plasma-umass/accelerant’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Dec 3, 2025
  • Mesh Public template

    A memory allocator that automatically reduces the memory footprint of C/C++ applications.

    plasma-umass/Mesh’s past year of commit activity
    C++ 1,837 Apache-2.0 78 29 4 Updated Dec 1, 2025
  • plasma-umass/scalene-vscode-extension’s past year of commit activity
    JavaScript 6 Apache-2.0 2 2 3 Updated Nov 19, 2025
  • TypeEvalPy Public Forked from secure-software-engineering/TypeEvalPy

    A Micro-benchmarking Framework for Python Type Inference Tools

    plasma-umass/TypeEvalPy’s past year of commit activity
    Python 0 5 0 0 Updated Nov 18, 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 303 Apache-2.0 9 2 0 Updated Nov 10, 2025
  • coverup Public

    Automatic AI-powered test suite generator

    plasma-umass/coverup’s past year of commit activity
    Python 99 Apache-2.0 14 3 0 Updated Nov 10, 2025