Squants
PredictionIO
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Squants | PredictionIO | |
---|---|---|
8 | 0 | |
911 | 12,514 | |
0.1% | - | |
3.2 | 0.0 | |
28 days ago | about 3 years ago | |
Scala | Scala | |
Apache License 2.0 | Apache License 2.0 |
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.
Squants
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Improving our safety with a physical quantities and units library
Scala's squants library is a nice implementation of units-of-measure/dimensional-analysis http://www.squants.com
In particular it uses types for dimensions; whilst units are just constructors. Hence `Meters(2)` and `Microns(7)` have the same type (`Length`).
- Show HN: Numbat – A programming language with physical dimensions as types
- The type system is a programmer's best friend
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Is Scala a good choice for a data intensive web backend?
squants for the “Market” package to use in financial calculations.
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Please put units in names
Not everything has to be as good as squants, but better typing should always be plan A unless there's a hard limit keeping you back.
take a peek at https://www.squants.com looks like not in your language, but maybe you can apply some same concepts
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Atlas, a (hopefully) better engineering IDE
You might find the Squants library for Scala interesting; it even seems like an apt usage of some oft-questioned language features.
- Ratio Templates?
PredictionIO
We haven't tracked posts mentioning PredictionIO yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Breeze - Breeze is a numerical processing library for Scala.
Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization
Spire - Powerful new number types and numeric abstractions for Scala.
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Compute.scala - Scientific computing with N-dimensional arrays
Figaro - Figaro Programming Language and Core Libraries
rscala - The Scala interpreter is embedded in R and callbacks to R from the embedded interpreter are supported. Conversely, the R interpreter is embedded in Scala.
OpenMOLE - Workflow engine for exploration of simulation models using high throughput computing
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 HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.
FACTORIE - FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.
Smile - Statistical Machine Intelligence & Learning Engine