Machine learning on JVM

1. Smile

   1 15 6,411 9.9 Java

   Statistical Machine Intelligence & Learning Engine

   

   I was using Smile for some period - https://haifengl.github.io/ - it's quite small and lightweight Java lib with some very basic algorithms - I was using in particularly cauterization. Along with this it provides Scala API.

2. SaaSHub

   www.saashub.com sponsored

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

3. Breeze

   2 3 3,454 2.0 Scala

   Breeze is/was a numerical processing library for Scala.

   

   I haven't checked in on this project in a long time, but Breeze is something akin to NumPy/SciPy.

4. SynapseML

   3 19 5,236 8.8 Scala

   Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

   

   Microsoft ML for Spark gets you a range of powerful ML features on Spark.

5. BigDL

   4 15 8,666 9.4 Python

   Discontinued 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.

   

   Intel BigDL for Spark which again is for Spark.

6. Deep Java Library (DJL)

   5 14 4,839 7.0 Java

   An Engine-Agnostic Deep Learning Framework in Java

   

   AWS Deep Learning more deep learning.

7. rainier

   6 1 452 0.0 Scala

   Bayesian inference in Scala.

   

   Bayesian Inference which is more specific.

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