Spark Notebook VS axle

Compare Spark Notebook vs axle and see what are their differences.

Spark Notebook

Interactive and Reactive Data Science using Scala and Spark. (by spark-notebook)
Science and Data analysis apache-spark Notebook Scala Data Science Spark Reactive
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axle

Message-passing kernel + userspace (by codyd51)
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axleos.com
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Spark Notebook axle
- 2
3,146 596
0.1% -
0.0 9.1
11 months ago 7 days ago
JavaScript 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.

Spark Notebook

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

We haven't tracked posts mentioning Spark Notebook 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 Spark Notebook and axle you can also consider the following projects:

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

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

FACTORIE - FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

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.

Smile - Statistical Machine Intelligence & Learning Engine

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

Saddle

Chalk

Tensorflow_scala - TensorFlow API for the Scala Programming Language

Persist-Units - Scala Units of Measure Types

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

Spark Notebook vs Zeppelin axle vs OpenMOLE Spark Notebook vs FACTORIE axle vs BigDL Spark Notebook vs Smile axle vs Squants Spark Notebook vs Saddle Spark Notebook vs Chalk Spark Notebook vs OpenMOLE Spark Notebook vs Tensorflow_scala Spark Notebook vs Persist-Units Spark Notebook vs Synapses