Tensorflow_scala VS Breeze

Compare Tensorflow_scala vs Breeze and see what are their differences.

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Tensorflow_scala Breeze
- 3
934 3,437
- 0.0%
0.0 5.1
almost 2 years ago 4 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.

Tensorflow_scala

Posts with mentions or reviews of Tensorflow_scala. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Tensorflow_scala yet.
Tracking mentions began in Dec 2020.

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 Tensorflow_scala and Breeze you can also consider the following projects:

SynapseML - Simple and Distributed Machine Learning

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

Smile - Statistical Machine Intelligence & Learning Engine

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

Spark Notebook - Interactive and Reactive Data Science using Scala and Spark.

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

BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.

Saddle

Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis

Numsca - numsca is numpy for scala

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