|ksql-udf-deep-learning-mqtt-iot||Deep Java Library (DJL)|
|over 2 years ago||4 days ago|
|Apache License 2.0||Apache License 2.0|
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Machine learning & Kafka KSQL stream processing — bug me when I’ve left the heater on
3 projects | dev.to | 7 Jan 2021
Inspiration for this project comes from Kai Waehner and his project Deep Learning UDF for KSQL. The notification system was inspired by Robin Moffatt and his blog on Event-Driven Alerting with Slack.
Deep Java Library (DJL)
Anybody here using Java for machine learning?
11 projects | reddit.com/r/java | 13 Sep 2022
https://djl.ai/ seems very promising. I've played around with it quite a bit, not in real production though. It's a very well documented (https://d2l.djl.ai/) and active project, with Amazon working on it.11 projects | reddit.com/r/java | 13 Sep 2022
Well, we've been using Tribuo in production for many years now. The ONNX Runtime Java API that I maintain in MS's ONNX Runtime project has also seen a bunch of uptake in companies, and Amazon have been building DJL for several years too.
Good document classification library in Java
2 projects | reddit.com/r/java | 12 Sep 2022
2021-09 - Plans & Hopes for Clojure Data Science
3 projects | reddit.com/r/Clojure | 3 Sep 2021
Here is link number 1 - Previous text "DJL"3 projects | reddit.com/r/Clojure | 3 Sep 2021
Regarding Tensorflow: As far as I understand, it is accessible through DJL, which has a Clojure wrapper (work in progress): clj-djl. (But I haven't tried it.)
[D] Java vs Python for Machine learning
4 projects | reddit.com/r/MachineLearning | 25 Jul 2021
To give a contrasting perspective, I think the Java ecosystem is much better suited for many data science tasks, and has a growing and well-maintained set of libraries for general purpose machine learning. I won't list them all, but TF-Java, DJL et al. have implementations of many modern architectures and there are a number of excellent libraries (CoreNLP, Lucene et al.) for working with text.
Does Java has similar project like this one in C#? (ml, data)
6 projects | reddit.com/r/java | 23 May 2021
If it gets better w age, will java become compatible for machine learning and data science?
7 projects | reddit.com/r/java | 20 May 2021
I think DJL also use use it for their tutorials - https://docs.djl.ai/jupyter/tutorial/01_create_your_first_network.html.
Machine learning on JVM
6 projects | reddit.com/r/scala | 5 Apr 2021
AWS Deep Learning more deep learning.
Weekly Developer Roundup #21 - Sun Nov 08 2020
28 projects | dev.to | 7 Nov 2020
awslabs/djl (Java): An Engine-Agnostic Deep Learning Framework in Java
What are some alternatives?
Deeplearning4j - Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
Tribuo - Tribuo - A Java machine learning library
Apache Flink - Apache Flink
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Apache Mahout - Mirror of Apache Mahout
H2O - Sparkling Water provides H2O functionality inside Spark cluster
CoreNLP - Stanford CoreNLP: A Java suite of core NLP tools.
Mobile-Security-Framework-MobSF - Mobile Security Framework (MobSF) is an automated, all-in-one mobile application (Android/iOS/Windows) pen-testing, malware analysis and security assessment framework capable of performing static and dynamic analysis.
JavaCPP - The missing bridge between Java and native C++
yt-dlc - media downloader and library for various sites.