Tensorflow_scala
Breeze
| Tensorflow_scala | Breeze | |
|---|---|---|
| - | 3 | |
| 936 | 3,456 | |
| -0.3% | 0.0% | |
| 0.0 | 6.4 | |
| about 3 years ago | 10 months ago | |
| Scala | Scala | |
| Apache License 2.0 | Apache License 2.0 |
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Tensorflow_scala
We haven't tracked posts mentioning Tensorflow_scala yet.
Tracking mentions began in Dec 2020.
Breeze
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Arbitrary functions of n dimensions in Scala
Also, you can look at breeze.generic.UFunc for an inspiration.
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Data science in Scala
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.
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Machine learning on JVM
I haven't checked in on this project in a long time, but Breeze is something akin to NumPy/SciPy.
What are some alternatives?
Optimus * 96 - Optimus is a mathematical programming library for Scala.
ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc.
Spire - Powerful new number types and numeric abstractions for Scala.
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis
Numsca - numsca is numpy for scala