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. (by deeplearning4j)
awesome-java
A curated list of awesome frameworks, libraries and software for the Java programming language. (by akullpp)
Our great sponsors
| Deeplearning4j | awesome-java | |
|---|---|---|
| 13 | 14 | |
| 13,424 | 39,893 | |
| 0.5% | - | |
| 6.5 | 7.2 | |
| 8 days ago | 5 days ago | |
| Java | ||
| Apache License 2.0 | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
Deeplearning4j
Posts with mentions or reviews of Deeplearning4j.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-29.
- Deeplearning4j Suite Overview
- Java for ML?
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Best way to combine Python and Java?
Have you considered migrating off of Python to just using JVM ML libraries then? I hear good things about Deeplearning4j, but there's quite a few.
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Anybody here using Java for machine learning?
I've gone to the linux workflow as directed in the docs and reconstructed the maven command line:
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Data Science Competition
DL4J
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Java Matrix Benchmark is Updated! See how linear algebra libraries compare for speed
Hey folks, just letting you know we see this thread and I appreciate you guys running these benchmarks. I'm not seeing any of your posts on our forums. I think I saw a notification from our examples but we do not actually monitor that. Please use: https://community.konduit.ai/ or at least the main repo dl4j issues: https://github.com/eclipse/deeplearning4j/issues and you'll get a lot more visibility. Thanks!
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Does Java has similar project like this one in C#? (ml, data)
Also, the website is now redirected to: https://deeplearning4j.konduit.ai/
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If it gets better w age, will java become compatible for machine learning and data science?
On top of this several popular projects have been built. This includes tensorflow-java and our project eclipse deeplearning4j: https://github.com/eclipse/deeplearning4j
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Matrices multiplication benchmark: Apache math vs colt vs ejml vs la4j vs nd4j
Nd4j is actively developed. The latest commit was 6 hours ago. Nd4j is part of deeplearning4j which is now owned by eclipse (but the main contributors are from a company) https://github.com/eclipse/deeplearning4j/tree/master/nd4j
awesome-java
Posts with mentions or reviews of awesome-java.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-30.
- Alright lads it seems like all the cool projects/companies I want to work in want Java, I'll bite, I come from C#/Typescript, any Java project recommendations I should start on the side?
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What's the deal with Vaadin add-ons?
You, whether a web or Java expert, know the best approach. With the Vaadin add-on, you can decide and build and deliver your web components in a highly maintainable way that is best for both worlds: Ever evolving APIs and critical Java backends.
- Primeiros passos no desenvolvimento Java em 2023: um guia particular
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What kind of school would be best for Coding at my age?
awesome java https://github.com/akullpp/awesome-java
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Do you know any frameworks that should be used with Java or javafx?
Both Awesome Java and Awesome JavaFX have very comprehensive lists of frameworks.
- Is it reasonable to expect to work entirely with Kotlin?
- Awesome Software Architecture: A curated list of useful resources about software architecture and design principles.
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Current Java Trends
There is no industry that hasn’t tried to use Java, it's everywhere: from manufacturing and medicine to games and enterprise. You can use it to automate your daily tasks or create a smart house. Check out, for example, this extensive list of different libraries and frameworks that are using Java and have become successful in the field.
- A curated list of awesome frameworks, libraries and software for the Java programming language
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Wish there was a Java lib for…
https://github.com/akullpp/awesome-java is a good start.
What are some alternatives?
When comparing Deeplearning4j and awesome-java you can also consider the following projects:
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
initializr - A quickstart generator for Spring projects
Weka
awesome-software-architecture - A curated list of awesome articles, videos, and other resources to learn and practice about software architecture, patterns, and principles.
tensorflow - An Open Source Machine Learning Framework for Everyone
nativefiledialog - A tiny, neat C library that portably invokes native file open and save dialogs.
Smile - Statistical Machine Intelligence & Learning Engine
Javet - Javet is Java + V8 (JAVa + V + EighT). It is an awesome way of embedding Node.js and V8 in Java.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
Apache PDFBox - Mirror of Apache PDFBox
Apache Mahout - Mirror of Apache Mahout
indexer4j - Simple full text indexing and searching library for Java
Deeplearning4j vs Deep Java Library (DJL)
awesome-java vs initializr
Deeplearning4j vs Weka
awesome-java vs awesome-software-architecture
Deeplearning4j vs tensorflow
awesome-java vs nativefiledialog
Deeplearning4j vs Smile
awesome-java vs Javet
Deeplearning4j vs Pytorch
awesome-java vs Apache PDFBox
Deeplearning4j vs Apache Mahout
awesome-java vs indexer4j