crepe VS xsimd

Compare crepe vs xsimd and see what are their differences.

crepe

Datalog compiler embedded in Rust as a procedural macro (by ekzhang)
Datalog Rust souffle Static Analysis logic-programming Translator
Source Code
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xsimd

C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE)) (by xtensor-stack)
simd-intrinsics Vectorization Simd CPP Avx Neon Sse Avx512 simd-instructions mathematical-functions c-plus-plus-11 Sve
Source Code
xsimd.readthedocs.io
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crepe xsimd
4 3
443 2,052
- 2.1%
0.0 8.7
3 months ago 13 days ago
Rust C++
Apache License 2.0 BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

crepe

Posts with mentions or reviews of crepe. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-22.
  • Datalog in 100 lines of JavaScript (2022)
    5 projects | news.ycombinator.com | 22 Jan 2024
  • GDlog: A GPU-Accelerated Deductive Engine
    16 projects | news.ycombinator.com | 3 Dec 2023
    https://github.com/topics/datalog?l=rust ... Cozo, Crepe

    Crepe: https://github.com/ekzhang/crepe :

    > Crepe is a library that allows you to write declarative logic programs in Rust, with a Datalog-like syntax. It provides a procedural macro that generates efficient, safe code and interoperates seamlessly with Rust programs.

    Looks like there's not yet a Python grammar for the treeedb tree-sitter: https://github.com/langston-barrett/treeedb :

    > Generate Soufflé Datalog types, relations, and facts that represent ASTs from a variety of programming languages.

    Looks like roxi supports n3, which adds `=>` "implies" to the Turtle lightweight RDF representation: https://github.com/pbonte/roxi

    FWIW rdflib/owl-rl: https://owl-rl.readthedocs.io/en/latest/owlrl.html :

    > simple forward chaining rules are used to extend (recursively) the incoming graph with all triples that the rule sets permit (ie, the “deductive closure” of the graph is computed).

    ForwardChainingStore and BackwardChainingStore implementations w/ rdflib in Python: https://github.com/RDFLib/FuXi/issues/15

    Fast CUDA hashmaps

    Gdlog is built on CuCollections.

    GPU HashMap libs to benchmark: Warpcore, CuCollections,

    https://github.com/NVIDIA/cuCollections

    https://github.com/NVIDIA/cccl

    https://github.com/sleeepyjack/warpcore

    /? Rocm HashMap

    DeMoriarty/DOKsparse:

  • Ergonomic inline SQL as a Python library
    3 projects | /r/ProgrammingLanguages | 8 Oct 2022
    Inspired by past work: LINQ, inline-python, crepe, DataScript, Riffle.
  • Call for Help - Open Source Datom/EAV/Fact database in Rust.
    8 projects | /r/rust | 1 Apr 2022

xsimd

Posts with mentions or reviews of xsimd. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-03.

What are some alternatives?

When comparing crepe and xsimd you can also consider the following projects:

datalevin - A simple, fast and versatile Datalog database

highway - Performance-portable, length-agnostic SIMD with runtime dispatch

percival - 📝 Web-based, reactive Datalog notebooks for data analysis and visualization

Vc - SIMD Vector Classes for C++

souffle - Soufflé is a variant of Datalog for tool designers crafting analyses in Horn clauses. Soufflé synthesizes a native parallel C++ program from a logic specification.

libsimdpp - Portable header-only C++ low level SIMD library

mentat - UNMAINTAINED A persistent, relational store inspired by Datomic and DataScript.

nsimd - Agenium Scale vectorization library for CPUs and GPUs

Event Store - EventStoreDB, the event-native database. Designed for Event Sourcing, Event-Driven, and Microservices architectures

FastDifferentialCoding - Fast differential coding functions (using SIMD instructions)

indradb - A graph database written in rust

optuna - A hyperparameter optimization framework

crepe vs datalevin xsimd vs highway crepe vs percival xsimd vs Vc crepe vs souffle xsimd vs libsimdpp crepe vs mentat xsimd vs nsimd crepe vs Event Store xsimd vs FastDifferentialCoding crepe vs indradb xsimd vs optuna