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helidon VS Easy ML for Java

Compare helidon VS Easy ML for Java and see what are their differences

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Contents:
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  2. » Videos
  3. » Reviews
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helidon logo helidon

Helidon Project, Java libraries crafted for Microservices

Easy ML for Java logo Easy ML for Java

The easiest way to start with Machine Learning in Java
  • helidon Landing page
    Landing page //
    2022-08-28
Not present

helidon features and specs

  • Lightweight
    Helidon is designed to be a lightweight framework, which makes it an excellent choice for microservices and applications where performance and resource utilization are critical.
  • Microservices Focus
    Helidon is crafted with microservices architecture in mind, offering features and support that align well with cloud-native development strategies.
  • Helidon SE and MP Options
    Helidon provides both Helidon SE (simple, functional style development) and Helidon MP (MicroProfile standard), giving developers the flexibility to choose the programming model that best fits their needs.
  • GraalVM Support
    Helidon has support for GraalVM native image, which can significantly reduce startup time and memory usage, benefiting deployment and execution in cloud environments.
  • Reactive Programming
    With Helidon SE, developers can easily create reactive applications using a non-blocking, asynchronous programming model.

Possible disadvantages of helidon

  • Limited Ecosystem
    Compared to more established frameworks like Spring or Quarkus, Helidon's ecosystem of extensions, plugins, and third-party integrations is less extensive.
  • Smaller Community
    Helidon's community is not as large as some other Java microservices frameworks, which may mean fewer resources or community-driven support options are available.
  • Lack of Built-In Features
    While being lightweight is a benefit, it also means that Helidon might lack more comprehensive, built-in features that are found in larger frameworks, potentially requiring additional effort to implement common capabilities.
  • Newer in the Market
    Being a relatively newer framework, Helidon might not have as proven a track record or the same level of maturity and stability as older frameworks.

Easy ML for Java features and specs

No features have been listed yet.

Analysis of Easy ML for Java

Overall verdict

  • Easy ML for Java appears to be a lightweight, approachable library aimed at bringing machine learning capabilities to Java developers without requiring deep ML expertise or switching to Python-centric ecosystems. It seems suitable for developers who want to integrate basic ML functionality into existing Java applications with minimal overhead, though it likely lacks the depth, community support, and cutting-edge features of major frameworks like TensorFlow, PyTorch, or scikit-learn.

Why this product is good

  • Native Java implementation avoids the need for language interop or JNI bridges to Python-based ML libraries
  • Simpler API design makes it more accessible for Java developers without extensive ML background
  • Documentation via GitBook suggests an organized, readable learning path for newcomers
  • Lightweight footprint can be beneficial for integrating into existing Java-based systems without heavy dependencies
  • Good fit for educational purposes or prototyping simple ML concepts within a Java codebase

Recommended for

  • Java developers who want to experiment with ML without learning Python
  • Small to medium projects requiring basic classification, regression, or clustering functionality
  • Students or educators teaching foundational ML concepts using Java
  • Teams with existing Java infrastructure who need lightweight ML integration without major architectural changes
  • Prototyping and proof-of-concept work rather than production-grade, large-scale ML systems

helidon videos

+ Add

From Zero to Hello - Helidon MP / MicroProfile

More videos:

  • Review - Everything you must know about Helidon | MicroStream Hackathon Weekly Q&A | Edition 4

Easy ML for Java videos

No Easy ML for Java videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to helidon and Easy ML for Java)

helidon

Easy ML for Java

Web Frameworks
100 100%
Web Frameworks
0% 0
Artifical Intelligence
0 0%
Artifical Intelligence
100% 100
Developer Tools
100 100%
Developer Tools
0% 0
Machine Learning
0 0%
Machine Learning
100% 100

User comments

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Social recommendations and mentions

Based on our record, helidon seems to be more popular. It has been mentiond 15 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

helidon mentions (15)

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Easy ML for Java mentions (0)

We have not tracked any mentions of Easy ML for Java yet. Tracking of Easy ML for Java recommendations started around Jan 2023.

What are some alternatives?

When comparing helidon and Easy ML for Java, you can also consider the following products

Micronaut Framework - Build modular easily testable microservice & serverless apps

vert.x - From Wikipedia, the free encyclopedia

Javalin - Simple REST APIs for Java and Kotlin

Spark Framework - Spark Framework is a simple and lightweight Java web framework built for rapid development.

gRPC - Application and Data, Languages & Frameworks, Remote Procedure Call (RPC), and Service Discovery

Protobuf - Protocol buffers are a language-neutral, platform-neutral extensible mechanism for serializing structured data.

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