Alternatives

The Best H2O Sparkling Water Alternatives in 2026

24 alternatives0 free · 24 open source

Looking for something like H2O Sparkling Water? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 24 are open source.

About H2O Sparkling Watergithub.com/h2oai/sparkling-water
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Sparkling Water brings H2O machine learning functionality into an Apache Spark cluster.

PricingNot confirmed
Platforms—

Top picks at a glance

Quick comparison

#AlternativePricingOpen sourcePlatforms
1Geni —Yes—
2Whylogs —Yes—
3Pattern Recognition Toolbox —Yes—
4Netron —YesLinux, macOS, Windows
5Neuraxle —Yes—
6ONNX-Scala —Yes—
7Opyrator —Yes—
8anneal —Yes—
9golearn —Yes—
10imbalanced-ensemble —Yes—
24 shown

All H2O Sparkling Water alternatives

1

Geni

github.com/zero-one-group/geniOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

The Geni project provides a Clojure dataframe library that runs on Apache Spark.

2

Whylogs

github.com/whylabs/whylogsOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

Machine learning pipelines can use whylogs, an open-source library for logging data quality and model performance.

4

Netron

github.com/lutzroeder/netronOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

Netron displays neural network, deep learning, and machine learning models across formats such as ONNX, TensorFlow, and PyTorch.

5

Neuraxle

github.com/Neuraxio/NeuraxleOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

Automatic machine learning, hyperparameter tuning, and pipeline abstractions are provided by the Neuraxle software library.

8

anneal

github.com/georgebuilds/annealOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

The anneal project is a Go machine learning compiler with graph rewriting, autodiff, and a WebGPU backend.

11

ml5

github.com/ml5js/ml5-libraryOpen source
Also covers developer tools and machine learning · same kind of open-source project

The ml5.js project brings friendly machine learning tools to web projects.

13

Fastai

github.com/fastai/fastaiOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

The fastai deep learning library includes documentation and setup guidance, including instructions for use with Google Colab.

14

Mars

github.com/mars-project/marsOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

Mars provides tensor-based tools for large-scale computation with NumPy, Pandas, and scikit-learn.

15

zipline

github.com/quantopian/ziplineOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

Python developers can use Zipline’s event-driven library to backtest algorithmic trading strategies.

17

LDA.js

github.com/primaryobjects/ldaOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

This Node.js library implements Latent Dirichlet Allocation topic modeling in JavaScript.

19

jSciPy

github.com/hissain/jscipyOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

jSciPy provides Java scientific computing tools for signal processing, FFT, filtering, power spectral density, and DCT.

20

leaves

github.com/dmitryikh/leavesOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

Prediction with gradient boosting regression tree models is implemented in leaves, a Go software library.

24

tesseract

github.com/tesseract-ocr/tesseractOpen source
Also covers developer tools, machine learning, and open source · same kind of open-source project

Tesseract provides an open-source OCR engine for extracting text from images, with its main repository hosted on GitHub.

No alternatives match this filter.

Alternatives to similar tools

All alternatives
What is the best alternative to H2O Sparkling Water?
Based on features, tags and platforms, the closest alternatives to H2O Sparkling Water are Geni, Whylogs, and Pattern Recognition Toolbox.
Are there open-source alternatives to H2O Sparkling Water?
Yes: Geni, Whylogs, Pattern Recognition Toolbox, and Netron.

Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative