Synapses VS Breeze

Compare Synapses vs Breeze and see what are their differences.

Synapses

A group of neural-network libraries for functional and mainstream languages (by mrdimosthenis)
Artificial intelligence neural-network Machine Learning Functional programming JavaScript Python Java C# Scala Fsharp Lightweight Deep Learning Clojure gleam Elixir
Source Code
mrdimosthenis.github.io
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Breeze

Breeze is a numerical processing library for Scala. (by scalanlp)
Science and Data analysis
Source Code
scalanlp.org
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Synapses Breeze
1 3
68 3,433
- 0.2%
0.0 5.1
over 2 years ago 2 months ago
Elixir Scala
MIT License Apache License 2.0
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.

Synapses

Posts with mentions or reviews of Synapses. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-01.

Breeze

Posts with mentions or reviews of Breeze. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-05.
  • Arbitrary functions of n dimensions in Scala
    1 project | /r/scala | 23 Jan 2023
    Also, you can look at breeze.generic.UFunc for an inspiration.
  • Data science in Scala
    5 projects | /r/scala | 5 Nov 2022
    You can use https://github.com/scalanlp/breeze. A Scala library that's sorta a numpy/plotting equivalent. Unlike Spark which covers more use cases than just the classic Data Science workflow, Breeze is built specifically for "Data Science in Scala". The drawback is a classic one in Scala land where some major libraries abruptly get abandoned. Breeze's commits seem to have slowed down significantly and their website on their github page www.scalanlp.org is broken.
  • Machine learning on JVM
    6 projects | /r/scala | 5 Apr 2021
    I haven't checked in on this project in a long time, but Breeze is something akin to NumPy/SciPy.

What are some alternatives?

When comparing Synapses and Breeze you can also consider the following projects:

m2cgen - Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.

ML.NET - ML.NET is an open source and cross-platform machine learning framework for .NET.

Spire - Powerful new number types and numeric abstractions for Scala.

Brain.js - Simple feed-forward neural network in JavaScript

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

Keras.js - Run Keras models in the browser, with GPU support using WebGL

Smile - Statistical Machine Intelligence & Learning Engine

Dannjs - Easy to use Deep Neural Network Library for JavaScript.

Saddle

neurojs - A JavaScript deep learning and reinforcement learning library.

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

Synapses vs m2cgen Breeze vs ND4S Synapses vs ML.NET Breeze vs Spire Synapses vs Brain.js Breeze vs Apache Spark Synapses vs Keras.js Breeze vs Smile Synapses vs Dannjs Breeze vs Saddle Synapses vs neurojs Breeze vs Zeppelin