spark-nlp VS Breeze

Compare spark-nlp vs Breeze and see what are their differences.

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spark-nlp Breeze
87 3
3,651 3,428
1.6% 0.4%
9.4 5.1
2 days ago about 2 months ago
Scala Scala
Apache License 2.0 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.

spark-nlp

Posts with mentions or reviews of spark-nlp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-14.

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.
  • 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 spark-nlp and Breeze you can also consider the following projects:

onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

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

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

spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python

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

Smile - Statistical Machine Intelligence & Learning Engine

nlu - 1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

Saddle

Numsca - numsca is numpy for scala

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

pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Algebird - Abstract Algebra for Scala