deeplearning4j-examples
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec) (by deeplearning4j)
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)
deeplearning4j-examples | Deeplearning4j | |
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4 | 13 | |
5 | 13,441 | |
- | 0.3% | |
0.5 | 5.8 | |
over 3 years ago | about 13 hours ago | |
Java | Java | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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-examples
Posts with mentions or reviews of deeplearning4j-examples.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-13.
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Installing deeplearning4j and nd4j
Then for the project target, pick our mvn-project-template: https://github.com/deeplearning4j/deeplearning4j-examples/tree/master/mvn-project-template
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Anybody here using Java for machine learning?
I'm building from source because I made a tiny change to dl4j to get an example running. It's not really anything that should be committed as it wouldn't be a solution to the issue. (Just a hack around. :) )
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Machine Learning in Kotlin (Question)
While KotlinDL seems to be a good solution by Jetbrains, I would personally stick to Java frameworks like DL4J for a better community support and likely more features.
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Deeplearning4j regression help
There are some examples that show how to use it here, including regressions, is that what you are looking for?
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
What are some alternatives?
When comparing deeplearning4j-examples and Deeplearning4j you can also consider the following projects:
kotlindl - High-level Deep Learning Framework written in Kotlin and inspired by Keras
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
conclave-samples
Weka
kotlin-data-science-resources - Curation of libraries, media, links, and other resources to use Kotlin for data science
tensorflow - An Open Source Machine Learning Framework for Everyone
Tribuo - Tribuo - A Java machine learning library
Smile - Statistical Machine Intelligence & Learning Engine
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
Apache Mahout - Mirror of Apache Mahout
deeplearning4j-examples vs kotlindl
Deeplearning4j vs Deep Java Library (DJL)
deeplearning4j-examples vs conclave-samples
Deeplearning4j vs Weka
deeplearning4j-examples vs kotlin-data-science-resources
Deeplearning4j vs tensorflow
deeplearning4j-examples vs Tribuo
Deeplearning4j vs Smile
deeplearning4j-examples vs Deep Java Library (DJL)
Deeplearning4j vs Pytorch
deeplearning4j-examples vs Smile
Deeplearning4j vs Apache Mahout