incubator-uniffle
Uniffle is a high performance, general purpose Remote Shuffle Service. (by apache)
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)
| incubator-uniffle | Deeplearning4j | |
|---|---|---|
| 3 | 13 | |
| 357 | 13,450 | |
| 2.0% | 0.4% | |
| 9.5 | 5.8 | |
| about 9 hours ago | 5 days ago | |
| Java | Java | |
| Apache License 2.0 | 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.
incubator-uniffle
Posts with mentions or reviews of incubator-uniffle.
We have used some of these posts to build our list of alternatives
and similar projects.
- Apache Uniffle: high performance, general purpose remote shuffle service
- Apache Uniffle: a high performance remote shuffle service for Spark
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Apache Uniffle (incubating): Uniffle is a high performance, general purpose Remote Shuffle Service.
Our project enter the Apache incubator in the June. https://github.com/apache/incubator-uniffle
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 incubator-uniffle and Deeplearning4j you can also consider the following projects:
PowerJob - Enterprise job scheduling middleware with distributed computing ability.
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
flink-remote-shuffle - Remote Shuffle Service for Flink
Weka
Alluxio (formerly Tachyon) - Alluxio, data orchestration for analytics and machine learning in the cloud
tensorflow - An Open Source Machine Learning Framework for Everyone
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Smile - Statistical Machine Intelligence & Learning Engine
doris - Apache Doris is an easy-to-use, high performance and unified analytics database.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
Apache Mahout - Mirror of Apache Mahout
H2O - Sparkling Water provides H2O functionality inside Spark cluster
incubator-uniffle vs PowerJob
Deeplearning4j vs Deep Java Library (DJL)
incubator-uniffle vs flink-remote-shuffle
Deeplearning4j vs Weka
incubator-uniffle vs Alluxio (formerly Tachyon)
Deeplearning4j vs tensorflow
incubator-uniffle vs Zeppelin
Deeplearning4j vs Smile
incubator-uniffle vs doris
Deeplearning4j vs Pytorch
Deeplearning4j vs Apache Mahout
Deeplearning4j vs H2O