axle VS PredictionIO

Compare axle vs PredictionIO and see what are their differences.

axle

Message-passing kernel + userspace (by codyd51)

PredictionIO

PredictionIO, a machine learning server for developers and ML engineers. (by apache)
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axle PredictionIO
2 -
588 12,514
- -
9.1 0.0
15 days ago over 3 years ago
C Scala
MIT License Apache License 2.0
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.

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...

PredictionIO

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

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

What are some alternatives?

When comparing axle and PredictionIO you can also consider the following projects:

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

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

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, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.

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

Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

Figaro - Figaro Programming Language and Core Libraries

Persist-Units - Scala Units of Measure Types

Spire - Powerful new number types and numeric abstractions for Scala.

Breeze - Breeze is a numerical processing library for Scala.