Scala ML Frameworks

Machine learning and deep learning libraries, frameworks, and tools built specifically for Scala, including bindings to popular ML platforms. Does NOT include ML projects written in other languages, general Scala utilities without ML focus, or language-agnostic ML frameworks.

There are 51 scala ml frameworks tracked. 2 score above 70 (verified tier). The highest-rated is tensorflow/tfx at 80/100 with 2,174 stars and 49,147 monthly downloads. 3 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	tensorflow/tfx TFX is an end-to-end platform for deploying production ML pipelines	80	Verified	2,174	Python
2	VowpalWabbit/vowpal_wabbit Vowpal Wabbit is a machine learning system which pushes the frontier of...	78	Verified	8,661	C++
3	yahoo/TensorFlowOnSpark TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.	69	Established	3,859	Python
4	projectglow/glow An open-source toolkit for large-scale genomic analysis	53	Established	296	Scala
5	Wei-1/Scala-Machine-Learning No Dependency Scala Machine Learning Algorithm Gallery	46	Emerging	33	Scala
6	yoshoku/rumale Rumale is a machine learning library in Ruby	45	Emerging	903	Ruby
7	thieu1995/IntelELM IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme...	45	Emerging	21	Jupyter Notebook
8	tony-framework/TonY TonY is a framework to natively run deep learning frameworks on Apache Hadoop.	44	Emerging	713	Java
9	ICT-BDA/EasyML Easy Machine Learning is a general-purpose dataflow-based system for easing...	44	Emerging	1,982	Java
10	KStruniawski/TfELM Extreme Learning Machines Framework with Python and TensorFlow	41	Emerging	7	Python
11	arquolo/glow Library of useful routines for coding and data science	40	Emerging	1	Python
12	dragonfly-ai/slash Linear Algebra and Statistics library for Scala.js, JVM, and Native.	40	Emerging	39	Scala
13	tailhq/DynaML Scala Library/REPL for Machine Learning Research	40	Emerging	201	Scala
14	EmergentOrder/onnx-scala An ONNX (Open Neural Network eXchange) API and backend for typeful,...	39	Emerging	143	Scala
15	scicloj/metamorph.ml Machine learning functions based on metamorph and machine learning pipelines	38	Emerging	29	Clojure
16	eaplatanios/tensorflow_scala TensorFlow API for the Scala Programming Language	38	Emerging	941	Scala
17	ekrich/stensorflow Scala Native support for the TensorFlow C API on Linux and macOS	38	Emerging	42	Scala
18	ThoughtWorksInc/DeepLearning.scala A simple library for creating complex neural networks	38	Emerging	771	Scala
19	bytedeco/storch GPU accelerated deep learning and numeric computing for Scala 3.	37	Emerging	154	Scala
20	linkedin/Avro2TF Avro2TF is designed to fill the gap of making users' training data ready to...	36	Emerging	128	Scala
21	picnicml/doddle-model :cake: doddle-model: machine learning in Scala.	36	Emerging	138	Scala
22	scicloj/scicloj.ml A Clojure machine learning library	36	Emerging	238	Clojure
23	botkop/numsca numsca is numpy for scala	35	Emerging	188	Jupyter Notebook
24	scicloj/scicloj.ml.tribuo Use Tribuo ML model in metamorph.ml	33	Emerging	13	Clojure
25	botkop/scorch scorch is a deep learning framework in Scala inspired by PyTorch	32	Emerging	142	Scala
26	infiniteCrank/AsterMind-ELM This is a JavaScript implementaion of ELM network but allows for more...	32	Emerging	9	TypeScript
27	gluon-api/gluon-api A clear, concise, simple yet powerful and efficient API for deep learning.	31	Emerging	2,304	Jupyter Notebook
28	ctongfei/nexus Experimental tensor-typed deep learning	30	Emerging	258	Scala
29	VowpalWabbit/py-vowpal-wabbit-next Experimental new Python bindings for the VowpalWabbit library	30	Emerging	12	Python
30	phatdatnguyen/JadeML A GUI software for simple machine learning (ML) tasks in Windows.	29	Experimental	9	C#
31	vkuznet/TFaaS TensorFlow as a Service, a general purpose framework to serve TF models.	29	Experimental	54	JavaScript
32	ekrich/stensorflow.g8 Get started with TensorFlow for Scala Native	27	Experimental	1	Scala
33	flink-extended/clink Clink is a library that provides APIs and infrastructure to facilitate the...	25	Experimental	30	C++
34	Subodh6624/glow 📜 Render markdown in your terminal with style and ease using Glow, the...	24	Experimental	2	Go
35	personalityson/VBANN Machine learning library in VBA	23	Experimental	7	VBA
36	k33896733/Excel-From-Scratch-4-Layer-Neural-Network-for-Stock-Prediction Using excel with VBA to learn Neural Network.	23	Experimental	1	—
37	JktuJQ/Synapse Synapse is a machine learning library written in pure Haskell, that makes...	21	Experimental	10	Haskell
38	ngpepin/ExcelML Machine learning and deep learning, natively inside Excel — built to support...	21	Experimental	2	C#
39	ShifuML/shifu-tensorflow Distributed Tensorflow on Shifu Pipeline	20	Experimental	3	Java
40	novakov-alexey-zz/yolo-scala Deep Learning in Scala: Yolo v3 inference	16	Experimental	3	Scala
41	ADSC-Cloud/StormCaffe A Storm-based deep learning framework specified for video analytics workloads.	16	Experimental	4	Java
42	mrdimosthenis/scala-synapses A plug-and play library for neural networks written in Scala 3	16	Experimental	4	Scala
43	mrc-tech/SLAP Simple Linear Algebra Package (SLAP)	16	Experimental	2	C
44	mrdimosthenis/clj-synapses A neural networks library for Clojure	15	Experimental	2	Clojure
45	Baralho126/clojure-e1s 🔧 Build interactive learning exercises in Clojure to enhance programming...	15	Experimental	1	—
46	nshutidev/clojure-vsr 🔍 Explore Clojure syntax and semantics with Clojure-VSR to enhance your code...	14	Experimental	—	—
47	Mago6424/clojure-3km 🚀 Build and deploy Clojure applications with a focus on simplicity and...	14	Experimental	—	—
48	narukiff/clojure-i6k 🌟 Explore Clojure's i6k for efficient, high-performance solutions,...	14	Experimental	—	—
49	okozelsk/EasyML An easy-to-use independent machine learning library for .net. It offers MLP...	12	Experimental	4	C#
50	ravinthiranpartheepan1407/vertez Simplify complex scientific computations with Vertez's intuitive framework.	12	Experimental	3	C++
51	dnissim/VBA_Cascading-Text-Classifier A custom ML algorithm developed and implemented in VBA to classify text data.	12	Experimental	4	VBA

Comparisons in this category

TensorFlowOnSpark and tensorflow_scala (69 vs 38) stensorflow and tensorflow_scala (38 vs 38)