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Reviewable VS Easy ML for Java

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

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Reviewable logo Reviewable

GitHub code review platform.

Easy ML for Java logo Easy ML for Java

The easiest way to start with Machine Learning in Java
  • Reviewable Landing page
    Landing page //
    2019-01-03
Not present

Reviewable features and specs

  • Detailed Review Process
    Reviewable offers a highly customizable review process that allows teams to define their own criteria for code reviews. This flexibility can enhance the quality of code by ensuring thorough checks and balances.
  • Integration with GitHub
    The platform integrates seamlessly with GitHub, which is beneficial for developers already using GitHub as their primary code repository. This integration enables streamlined workflows without the need to switch between multiple tools.
  • Real-time Collaboration
    Reviewable supports real-time collaboration, allowing team members to see changes and comments as they happen. This feature can enhance communication and the speed of the review process.
  • Advanced Commenting Features
    The tool offers advanced commenting features, such as single-threaded discussions and the ability to mark issues as resolved, which can help keep feedback organized and clear.
  • High Customizability
    Users can tailor the review process with various configurations, such as review state tracking and custom checklists. This customizability allows teams to adapt the tool to their workflow needs.

Possible disadvantages of Reviewable

  • Complex Setup
    The initial setup of Reviewable can be complex and time-consuming, especially for teams not familiar with configuring such tools. This can create a steep learning curve for new users.
  • Cost
    Reviewable is a paid service, and the cost can be a concern for small teams or individual developers, especially when considering other free or cheaper code review options.
  • Limited to GitHub
    As Reviewable is designed specifically for use with GitHub, teams using other version control systems like GitLab or Bitbucket won't be able to integrate the tool into their workflows.
  • Overwhelming Feature Set
    While Reviewable offers numerous features, this extensive set can be overwhelming for new users who may not need all of the functionalities, leading to potential underutilization.
  • User Interface Complexity
    Some users may find the user interface complex, with a high amount of information displayed at once. This can make it difficult to navigate for those who prefer simpler, more straightforward interfaces.

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

Reviewable videos

Reviewable -- what is the fastest way to check out your review code?

Easy ML for Java videos

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Category Popularity

0-100% (relative to Reviewable and Easy ML for Java)
Developer Tools
100 100%
0% 0
Artifical Intelligence
0 0%
100% 100
Code Review
100 100%
0% 0
Machine Learning
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, Reviewable seems to be more popular. It has been mentiond 21 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.

Reviewable mentions (21)

  • A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
    Reviewable.io — Code review for GitHub repositories, free for public or personal repos. - Source: dev.to / over 2 years ago
  • The GitHub for Code Review UI Needs Serious Innovation
    Yep, I agree! I work at, and use, Reviewable (https://reviewable.io) and we're the best way to review code on GitHub because we've focused on making the whole process better at every step. We've improved diffing, not only for large files (we support larger files than GitHub does) but also for understanding that diff. Have you ever reviewed a PR twice, but the second time around all your comments are gone and you... - Source: Hacker News / almost 3 years ago
  • Software Engineering at Google
    Https://reviewable.io is the earliest full-powered Critique alternative for GitHub. It supports some cool things Critique doesn't/didn't, such as reviewing multi-commit branches (also across history-rewriting force-push cleanups), and indicating exactly the nature of your comment (just FYI, or you want this to be changed before you'll give your approval). (I was an intern in the initial making of Critique, and... - Source: Hacker News / about 3 years ago
  • Codereview: Should the Go project stop importing GitHub PRs?
    The linux kernel, which is open source and does want contributors, is doing more-or-less just fine with an email-based PR and review flow. If it's an open source project, it should be using an open source review platform that allows improvements and specialization of the code hosting too. Using github, where the review tools are bad and can't be improved by an outsider, is a slap in the face to open source.... - Source: Hacker News / about 3 years ago
  • Show HN: Visibly – More Collaborative and Efficient Code Reviews on GitHub
    >See reviewer presence so that you can see if someone is already reviewing and avoid unnecessary pings. >Visibly values privacy and security above all else These two things seem squarely at odds. Personally, I don't want my code review tool announcing to developers when I'm looking at their PR. The fact that it's a Chrome extension would also be a big blocker for me. I run a dev team, and I wouldn't... - Source: Hacker News / about 3 years ago
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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 Reviewable and Easy ML for Java, you can also consider the following products

CodeRabbit - Unleash AI on Your Code Reviews with CodeRabbit

Atlassian Crucible - Collaborative peer code review tool.

Review Board - Stress-free code review for teams of all sizes

Phabricator - Phacility - Phabricator

Gerrit Code Review - OpenSource Git Code Review Tool

MergeBoard - MergeBoard is the first code review tool to display code changes in a smart way. Its unique features help developers spend less time on code reviews and catch more bugs.