Compute.scala VS axle

Compare Compute.scala vs axle and see what are their differences.

Compute.scala

Scientific computing with N-dimensional arrays (by ThoughtWorksInc)
Science and Data analysis Scala Opencl GPU Scientific Computing ndimensional-arrays Tensor High Performance
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axle

Message-passing kernel + userspace (by codyd51)
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axleos.com
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Compute.scala axle
- 2
199 602
-0.5% -
0.0 9.1
about 2 months ago 21 days ago
Scala C
Apache License 2.0 MIT 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.

Compute.scala

Posts with mentions or reviews of Compute.scala. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Compute.scala yet.
Tracking mentions began in Dec 2020.

axle

Posts with mentions or reviews of axle. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-20.
  • Axle OS
    2 projects | news.ycombinator.com | 20 May 2023
    One thing I just realised it's worthwhile to show: the POSIX interfaces I mentioned above are just wrappers around message-passing.

    For example, read() is a function implemented in an optional userspace library that's available for programs to link against. When invoked, it constructs and sends a message with the right parameters to the filesystem server, and awaits its response: https://github.com/codyd51/axle/blob/paging-demo/programs/su...

What are some alternatives?

When comparing Compute.scala and axle you can also consider the following projects:

Numsca - numsca is numpy for scala

OpenMOLE - Workflow engine for exploration of simulation models using high throughput computing

Breeze - Breeze is a numerical processing library for Scala.

BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.

Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis

Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization

Tyche - Statistics utilities for the JVM - in Scala!

Synapses - A group of neural-network libraries for functional and mainstream languages

Rings - Rings: efficient JVM library for polynomial rings

OscaR

Libra - A dimensional analysis library based on dependent types

Compute.scala vs Numsca axle vs OpenMOLE Compute.scala vs Breeze axle vs BigDL Compute.scala vs Squants axle vs Squants Compute.scala vs Axle Compute.scala vs Tyche Compute.scala vs Synapses Compute.scala vs Rings Compute.scala vs OscaR Compute.scala vs Libra