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VisiData VS Easy ML for Java

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

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Contents:
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  3. » Reviews
  4. » Alternatives

VisiData logo VisiData

Interactive multi-tool for tabular data in the console

Easy ML for Java logo Easy ML for Java

The easiest way to start with Machine Learning in Java
  • VisiData Landing page
    Landing page //
    2023-04-04
Not present

Analysis of VisiData

Overall verdict

  • VisiData is an excellent, powerful open-source tool for exploring, cleaning, and analyzing tabular data directly in the terminal, offering remarkable efficiency for data professionals comfortable with keyboard-driven interfaces.

Why this product is good

  • Free and open-source with active development and a supportive community
  • Handles a wide variety of data formats including CSV, JSON, SQLite, Excel, Parquet, and more
  • Extremely fast and lightweight, capable of processing large datasets efficiently in the terminal
  • Keyboard-driven interface enables rapid data exploration, filtering, sorting, and aggregation without leaving the command line
  • Highly scriptable and extensible via Python for custom workflows and automation
  • Works well over SSH and in server environments where GUI tools aren't available

Recommended for

  • Data scientists and analysts who prefer terminal-based workflows
  • Developers and engineers who frequently work over SSH or on remote servers
  • Power users who want to quickly inspect, clean, and transform tabular data
  • Anyone needing a fast, lightweight alternative to spreadsheet applications
  • People comfortable with keyboard-driven, command-line interfaces

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

VisiData videos

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Visidata Case Study #5: scrape html table, reshape and tidy

Easy ML for Java videos

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Category Popularity

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

VisiData

Easy ML for Java

Text Editors
100 100%
Text Editors
0% 0
Artifical Intelligence
0 0%
Artifical Intelligence
100% 100
CSV Editors
100 100%
CSV Editors
0% 0
Machine Learning
0 0%
Machine Learning
100% 100

User comments

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Social recommendations and mentions

Based on our record, VisiData seems to be more popular. It has been mentiond 3 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.

VisiData mentions (3)

  • GNU recutils: Plain text database
    I use VisiData[0] to view and modify in bulk. For simple error corrections I just edit the text file. For insertions as part of another process I'll write a simple script that appends a block of test to one of the .rec files. [0] https://visidata.org. - Source: Hacker News / 9 months ago
  • Data Science at the Command Line, 2nd Edition (2021)
    I'd like to call out one of my favorite pieces of software from the past 10 years: VisiData [1] has completely changed the way I do ad-hoc data processing, and is now my go-to for pretty much all use cases that I previously used spreadsheets for, and about half of those I previously used databases for. It's a TUI application, not strictly CLI, but scriptable, and I figure anyone building pipelines using tools like... - Source: Hacker News / over 2 years ago
  • jq 1.7 Released
    - http://visidata.org/ Also there is a great introduction:. - Source: Hacker News / almost 3 years ago

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 VisiData and Easy ML for Java, you can also consider the following products

Rons Data Edit - Rons Data Edit is a professional CSV and Tabular Text Editor for Windows that provides a wealth of tools. The power and speed of the application allows to handle large files with ease.

csvkit - csvkit is a suite of utilities for converting to and working with CSV, the king of tabular file...

Rons Data Stream - Rons Data Stream is a powerful tool for automatically cleaning, converting and processing large data files. A tremendous time saver. Rons Data Stream can be used independently or in combination with CSV Editor Rons Data Edit.

CSV Editor Pro - The professional choice for working with CSV files.

CSV Buddy - CSV Buddy helps you make your CSV files ready to be imported by a variety of software.

Modern CSV - A CSV editor/viewer

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