Machine learning on JVM

1. Smile

   1 10 6,174 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. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. Breeze

   2 3 3,457 6.4 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 18 5,126 8.3 Scala

   Simple and Distributed Machine Learning

   

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

5. BigDL

   4 14 7,853 9.9 Python

   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 13 4,453 9.4 Java

   An Engine-Agnostic Deep Learning Framework in Java

   

   AWS Deep Learning more deep learning.

7. rainier

   6 1 435 0.0 Scala

   Bayesian inference in Scala.

   

   Bayesian Inference which is more specific.

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