Spire
Algebird
| Spire | Algebird | |
|---|---|---|
| - | 2 | |
| 1,757 | 2,287 | |
| -0.1% | 0.1% | |
| 5.6 | 7.3 | |
| 3 days ago | 19 days ago | |
| Scala | Scala | |
| MIT License | Apache License 2.0 |
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Spire
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Tracking mentions began in Dec 2020.
Algebird
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What do you use when you have to store high cardinality metrics?
https://github.com/twitter/algebird (production ready, used at Twitter, but for the JVM)
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Symbolics.jl: A Modern Computer Algebra System for a Modern Language
Hey, I have... I'm a co-author of Algebird[0], which has many ideas that I'd pull over.
I'm hoping to introduce Clojure's "spec" or "schema" libraries so that the types at play can at least be inspectable inside the system. In a fully typed language, I'd implement the extensible generics as typeclasses.
I suspect it would make it quite a bit tougher (at least in the approach I'm imagining) for folks to write new generic functions, due to many type constructors...
On the other hand, the complexity is there, even if you don't write it down!
It would be a big project, and a worthy effort, to write down types for everything in SICM.
[0] https://github.com/twitter/algebird
What are some alternatives?
Breeze - Breeze is a numerical processing library for Scala.
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.
Saddle
OscaR
ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Numsca - numsca is numpy for scala