Tyche alternatives and similar packages
Based on the "Science and Data Analysis" category.
Alternatively, view Tyche alternatives based on common mentions on social networks and blogs.
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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, 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. -
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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. -
ND4S
DISCONTINUED. ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J. -
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Clustering4Ever
C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering. -
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. -
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README
Tyche 
Tyche is a small and robust statistical library for the JVM. Many JVM-hosted numerical libraries offer similar functionalities, but they seem to be unnecessarily bloated and they fail to provide straightforward APIs. Instead, Tyche is built from the ground up in accordance to good design principles.
- Discrete & Continuous distributions.
- Foolproof analysis tools.
- Markov chains and lattice walks.
- Simple Random Sampling (SRS) support.
- Extensive documentation and good test coverage.
The library is written in Scala 2.12.0 and was tested last with sbt 0.13.13.
Behold, the power of Tyche:
// In a country in which people only want boys every family continues to
// have children until they have a boy. If they have a girl, they have
// another child. If they have a boy, they stop. What is the average
// amount of kids per family?
sealed trait Child
object Boy extends Child
object Girl extends Child
val family = tyche.DiscreteDistribution.uniform(Boy, Girl)
.until(_ contains Boy)
.map(_.size)
println(family.mean) // ~ 2.0
Setup
Tyche is published to Maven Central, so you just need to paste this line in you build configuration file:
libraryDependencies += "com.github.neysofu" %% "tyche" % "0.4.3"
How to contribute
Feedback and suggestions are very welcome! I invite you to check for open issues or open a fresh one to discuss around a bug or a feature idea. Please drop me a line at [email protected] if you wish you contact me.
Bonus points if you submit code!
- Branch off from master and start making your changes.
- Write a test which shows that the code works as expected.
- Please, please write some documentation. One or two lines per entity are enough.
- Send a pull request.
Alternatives
Be sure to check out some great alternatives: