Top 23 Java Machine Learning Projects
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.Project mention: Does Java has similar project like this one in C#? (ml, data) | reddit.com/r/java | 2021-05-23
Also, the website is now redirected to: https://deeplearning4j.konduit.ai/
Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
Apache HadoopProject mention: Setting up a single-node Hadoop cluster | dev.to | 2021-11-14
Statistical Machine Intelligence & Learning EngineProject mention: What libraries do you use for machine learning and data visualizing in scala? | reddit.com/r/scala | 2021-11-27
I use smile https://github.com/haifengl/smile with ammonite and it feels pretty easy/good to work with. Of course for pure looking at data, and exploration, you're not going to beat python.
The open big data serving engine. https://vespa.ai
Java dataframe and visualization libraryProject mention: Does Java has similar project like this one in C#? (ml, data) | reddit.com/r/java | 2021-05-23
For data frames, tablesaw or anything with apache arrow interop would be a good way to go: https://github.com/jtablesaw/tablesaw
An Engine-Agnostic Deep Learning Framework in JavaProject mention: 2021-09 - Plans & Hopes for Clojure Data Science | reddit.com/r/Clojure | 2021-09-03
Here is link number 1 - Previous text "DJL"
Run Linux Software Faster and Safer than Linux with Unikernels.
Mirror of Apache Mahout
Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning
A machine learning software for extracting information from scholarly documentsProject mention: Project to rebuild papers with plaintext markup languages | reddit.com/r/Open_Science | 2021-09-25
- I ended up using Grobid, which converts the PDF to a very detailed XML format. The format is not a word processing format though, but a format specifically for representing scientific documents. I don't know, if it would, for example, contain tags about bold or italicized text. The tool is working really well, but since you probably cannot use the output XML format directly, it will need some postprocessing, which would be relatively simple with XML parsing libraries.
Stream Processing and Complex Event Processing Engine
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
Tribuo - A Java machine learning libraryProject mention: txtai 3.4 released - Build AI-powered semantic search applications in Java | reddit.com/r/java | 2021-10-09
Tribuo (tribuo.org, github.com/oracle/tribuo). ONNX export support is there for 2 models at the moment in main, there's a PR for factorization machines which supports ONNX export, and we plan to add another couple of models and maybe ensembles before the upcoming release. Plus I need to write a tutorial on how it all works, but you can check the tests in the meantime.
:seedling: Next-Gen AI-Assisted Isomorphic Application Engine for Embedded, Console, Mobile, Server and DesktopProject mention: Abandoning GitHub | news.ycombinator.com | 2021-07-03
Note that fair use as a concept (or prior art for that matter) only exist inside the US, not globally.
For example, I'm a European citizen and therefore the EU copyright directive of 2003 applies to me. Inside the European trade union, no legal entity and only human entities can own copyright. Legal entities such as companies can only own perpetual licenses, and contracts that give them the sole copyright usage and distribution rights have been nullified both in front of state level supreme courts and EU level courts a lot (Karlsruhe, Strasbourg, etc).
This also means that technically, if there's no warranty disclosure issued for automated code generation, the authors of the automated program are still responsible for any copyright infringement, legal damages, etc. which is a nightmare if it turns out the code was A/GPL'ed.
I'm just saying this, because there's a world of intellectual property guidelines outside the US, too.
Source: was sued for my lychee.js  project a couple times in the past, which was successfully generating composite pattern based codes that were trained based on ES/HyperNEAT hypercubes - also in the robotics/SCADA level factory sector.
Java Statistical Analysis Tool, a Java library for Machine Learning
Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.Project mention: OpenMetadata | reddit.com/r/dataengineering | 2021-09-23
Hi, We are a team building OpenMetadata, a single place to discover, collaborate and get your data right. Please check our announcement here https://blog.open-metadata.org/announcing-openmetadata-20399b816e60 Check out our code https://github.com/open-metadata/OpenMetadata . If you are interested in learning please do join our slack and ask any questions you may have http://openmetadata.slack.com
Content ExtRactor and MINErProject mention: Project to rebuild papers with plaintext markup languages | reddit.com/r/Open_Science | 2021-09-25
- Another alternative that's on my list but that I didn't try is Cermine.
HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.Project mention: How to Recognize 17,000+ Landmarks With Machine Learning | dev.to | 2021-11-24
For more details, you can go to: ML Kit official website ML Kit Development Documentation page, to find the documents you need Reddit to join our developer discussion GitHub to download ML Kit sample codes Stack Overflow to solve any integration problems
Deep Learning UDF for KSQL for Streaming Anomaly Detection of MQTT IoT Sensor DataProject mention: Machine learning & Kafka KSQL stream processing — bug me when I’ve left the heater on | dev.to | 2021-01-07
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.
The Java Graphical Authorship Attribution ProgramProject mention: The layout of the threat e-mail on Phil's Twitter looks familiar | reddit.com/r/DSPDiscussion | 2021-01-15
Example desktop tool: https://github.com/evllabs/JGAAP
VideoView that plays video only when :eyes: are open and :boy: is detected with various other features (by Pradyuman7)
A framework for building bot brains.Project mention: Ink 1.0 – open-source scripting language for interactive narrative | news.ycombinator.com | 2021-04-10
There are two types of chatbots -- unreliable freeform ones (e.g. GPT-3) and reliable script-based ones (e.g. Alexa). I believe that what you're looking to do (dynamic rewriting) is moreso an active research topic!
The script-based chatbots are very similar to those in the 80s, with one major addition -- the options at each choice point are now "intents" instead of exact text (e.g. "the user intends to order a taxi"). Machine learning is then used to classify whatever the user says/writes as an "intent," then the script is followed to the next choice point.
See this open-source project for an example of using Ink to drive a script-based chatbot similar to Alexa: https://github.com/rabidgremlin/Mutters
Java Machine Learning related posts
2 projects | reddit.com/r/FTC | 1 Dec 2021
What libraries do you use for machine learning and data visualizing in scala?
5 projects | reddit.com/r/scala | 27 Nov 2021
How to Recognize 17,000+ Landmarks With Machine Learning
1 project | dev.to | 24 Nov 2021
Setting up a single-node Hadoop cluster
1 project | dev.to | 14 Nov 2021
txtai 3.4 released - Build AI-powered semantic search applications in Java
4 projects | reddit.com/r/java | 9 Oct 2021
txtai 3.4 released - Build AI-powered semantic search applications
2 projects | reddit.com/r/java | 9 Oct 2021
Project to rebuild papers with plaintext markup languages
7 projects | reddit.com/r/Open_Science | 25 Sep 2021
What are some of the best open-source Machine Learning projects in Java? This list will help you:
|7||Deep Java Library (DJL)||2,232|
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