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 78/100 with 2,174 stars. 3 of the top 10 are actively maintained.

Get all 51 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	tensorflow/tfx TFX is an end-to-end platform for deploying production ML pipelines	78	Verified	2,174	Python
2	VowpalWabbit/vowpal_wabbit Vowpal Wabbit is a machine learning system which pushes the frontier of...	75	Verified	8,661	C++
3	yahoo/TensorFlowOnSpark TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.	60	Established	3,859	Python
4	projectglow/glow An open-source toolkit for large-scale genomic analysis	60	Established	296	Scala
5	Wei-1/Scala-Machine-Learning No Dependency Scala Machine Learning Algorithm Gallery	53	Established	33	Scala
6	yoshoku/rumale Rumale is a machine learning library in Ruby	52	Established	903	Ruby
7	ICT-BDA/EasyML Easy Machine Learning is a general-purpose dataflow-based system for easing...	51	Established	1,982	Java
8	tony-framework/TonY TonY is a framework to natively run deep learning frameworks on Apache Hadoop.	51	Established	713	Java
9	KStruniawski/TfELM Extreme Learning Machines Framework with Python and TensorFlow	48	Emerging	7	Python
10	thieu1995/IntelELM IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme...	48	Emerging	21	Jupyter Notebook
11	tailhq/DynaML Scala Library/REPL for Machine Learning Research	47	Emerging	201	Scala
12	dragonfly-ai/slash Linear Algebra and Statistics library for Scala.js, JVM, and Native.	47	Emerging	39	Scala
13	EmergentOrder/onnx-scala An ONNX (Open Neural Network eXchange) API and backend for typeful,...	46	Emerging	143	Scala
14	ekrich/stensorflow Scala Native support for the TensorFlow C API on Linux and macOS	45	Emerging	42	Scala
15	scicloj/metamorph.ml Machine learning functions based on metamorph and machine learning pipelines	45	Emerging	29	Clojure
16	eaplatanios/tensorflow_scala TensorFlow API for the Scala Programming Language	45	Emerging	941	Scala
17	ThoughtWorksInc/DeepLearning.scala A simple library for creating complex neural networks	45	Emerging	771	Scala
18	bytedeco/storch GPU accelerated deep learning and numeric computing for Scala 3.	44	Emerging	154	Scala
19	linkedin/Avro2TF Avro2TF is designed to fill the gap of making users' training data ready to...	43	Emerging	128	Scala
20	scicloj/scicloj.ml A Clojure machine learning library	43	Emerging	238	Clojure
21	picnicml/doddle-model :cake: doddle-model: machine learning in Scala.	43	Emerging	138	Scala
22	botkop/numsca numsca is numpy for scala	42	Emerging	188	Jupyter Notebook
23	arquolo/glow Library of useful routines for coding and data science	40	Emerging	1	Python
24	botkop/scorch scorch is a deep learning framework in Scala inspired by PyTorch	39	Emerging	142	Scala
25	gluon-api/gluon-api A clear, concise, simple yet powerful and efficient API for deep learning.	38	Emerging	2,304	Jupyter Notebook
26	infiniteCrank/AsterMind-ELM This is a JavaScript implementaion of ELM network but allows for more...	38	Emerging	9	TypeScript
27	VowpalWabbit/py-vowpal-wabbit-next Experimental new Python bindings for the VowpalWabbit library	37	Emerging	12	Python
28	scicloj/scicloj.ml.tribuo Use Tribuo ML model in metamorph.ml	37	Emerging	13	Clojure
29	ctongfei/nexus Experimental tensor-typed deep learning	37	Emerging	258	Scala
30	vkuznet/TFaaS TensorFlow as a Service, a general purpose framework to serve TF models.	36	Emerging	54	JavaScript
31	ekrich/stensorflow.g8 Get started with TensorFlow for Scala Native	34	Emerging	1	Scala
32	phatdatnguyen/JadeML A GUI software for simple machine learning (ML) tasks in Windows.	32	Emerging	9	C#
33	flink-extended/clink Clink is a library that provides APIs and infrastructure to facilitate the...	32	Emerging	30	C++
34	personalityson/VBANN Machine learning library in VBA	30	Emerging	7	VBA
35	JktuJQ/Synapse Synapse is a machine learning library written in pure Haskell, that makes...	28	Experimental	10	Haskell
36	ShifuML/shifu-tensorflow Distributed Tensorflow on Shifu Pipeline	27	Experimental	3	Java
37	ngpepin/ExcelML Machine learning and deep learning, natively inside Excel — built to support...	25	Experimental	2	C#
38	k33896733/Excel-From-Scratch-4-Layer-Neural-Network-for-Stock-Prediction Using excel with VBA to learn Neural Network.	23	Experimental	1	—
39	mrc-tech/SLAP Simple Linear Algebra Package (SLAP)	23	Experimental	2	C
40	mrdimosthenis/scala-synapses A plug-and play library for neural networks written in Scala 3	23	Experimental	4	Scala
41	novakov-alexey-zz/yolo-scala Deep Learning in Scala: Yolo v3 inference	23	Experimental	3	Scala
42	ADSC-Cloud/StormCaffe A Storm-based deep learning framework specified for video analytics workloads.	23	Experimental	4	Java
43	mrdimosthenis/clj-synapses A neural networks library for Clojure	22	Experimental	2	Clojure
44	okozelsk/EasyML An easy-to-use independent machine learning library for .net. It offers MLP...	19	Experimental	4	C#
45	ravinthiranpartheepan1407/vertez Simplify complex scientific computations with Vertez's intuitive framework.	19	Experimental	3	C++
46	dnissim/VBA_Cascading-Text-Classifier A custom ML algorithm developed and implemented in VBA to classify text data.	19	Experimental	4	VBA
47	narukiff/clojure-i6k 🌟 Explore Clojure's i6k for efficient, high-performance solutions,...	14	Experimental	—	—
48	ysden123/ys-ml Playing with Machine Learning	11	Experimental	—	Scala
49	Mihajlo7/Character-Coding Demonstration examples of algorithms and their performance measurement in...	11	Experimental	—	Clojure
50	mahmoudmaftah/B-PLUS-TREE Hybrid B+ Tree and HNSW index for efficient k-NN search with scalar...	11	Experimental	4	Jupyter Notebook
51	Goktug-Dusunen/guess-with-ruby Predict 8 future numbers with 800 numbered data artificial intelligence deep learning	10	Experimental	2	Ruby

Comparisons in this category

TensorFlowOnSpark and tensorflow_scala (60 vs 45) stensorflow and tensorflow_scala (45 vs 45)