NumPy 2.0.0

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  • NumPy

    The fundamental package for scientific computing with Python.

    The GitHub release seems to have the final notes. It has at least the placeholder texts replaced:

    > It is the result of 11 months of development since the last feature release and is the work of 212 contributors spread over 1078 pull requests

    instead of:

    > It is the result of X months of development since the last feature release by Y contributors

    https://github.com/numpy/numpy/releases/tag/v2.0.0

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

    Scout Monitoring logo
  • cupy

    NumPy & SciPy for GPU

    No.

    You may want to check out cupy

    https://cupy.dev/

  • Tullio.jl

    â…€

  • StringZilla

    Up to 10x faster strings for C, C++, Python, Rust, and Swift, leveraging SWAR and SIMD on Arm Neon and x86 AVX2 & AVX-512-capable chips to accelerate search, sort, edit distances, alignment scores, etc 🦖

    stringzilla[1] has 10x perf on some string operations - maybe they don't suck, but there's definitely room for improvement

    [1] - https://github.com/ashvardanian/StringZilla?tab=readme-ov-fi...

  • archive

    Archive of documents related to the project governance and management (by numpy)

    We had a developer meeting to discuss what should go into 2.0 in April 2023: https://github.com/numpy/archive/tree/main/2.0_developer_mee...

  • einops

    Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

    https://einops.rocks/#why-use-einops-notation

  • einx

    Universal Tensor Operations in Einstein-Inspired Notation for Python. (by fferflo)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • raku-Dan-Polars

    Raku Polars binding

    i think it’s fair to say that perl6 has been an “extremely rocky transition” ultimately it was renamed raku to reflect this and avoid camping on the perl5 version numbering

    raku has good package compatibility via Inline::Perl5 and Inline::Python and FFI to languages like Rust and Zig

    among the many downsides of the transition, one upside is that raku is a clean sheet of paper and has some interesting new work for example in LLM support

    I have started work on a new raku module called Dan::Polars and would welcome contributions from Numpy/Pandas folks with a vision of how to improve the APIs and abstractions … it’s a good place to make a real contribution, help make something new and better and get to grips with some raku and some rust.

    just connect via https://github.com/librasteve/raku-Dan-Polars if you are interested and would like to know more

  • Tensor-Puzzles

    Solve puzzles. Improve your pytorch.

  • pylance-release

    Documentation and issues for Pylance

  • pixi

    Package management made easy

  • ruff

    An extremely fast Python linter and code formatter, written in Rust.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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