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)
jep
Embed Python in Java (by ninia)
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| Deeplearning4j | jep | |
|---|---|---|
| 13 | 4 | |
| 13,424 | 1,251 | |
| 0.5% | 2.1% | |
| 6.5 | 7.4 | |
| 6 days ago | 4 months ago | |
| Java | C | |
| 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
jep
Posts with mentions or reviews of jep.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-29.
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How do you use a python model in a java code
You could look toward Java embedded python. I’m using it myself and quite happy with it.
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Best way to combine Python and Java?
We used https://github.com/ninia/jep for similar thing.
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How to Draw Beautiful Chart like Matplotlib in Java or Scala?
There is a library in the world that allow you to use CPython from Java code, and this one was a candidate because we can use both Python3 and numpy. However, we had to install a separate environment-dependent library to use JNI, and we also had to install the library from pip on the Python side, which was too much work for something as simple as drawing graphs. So in the end I have decided to implement it independently of these libraries at all.
What are some alternatives?
When comparing Deeplearning4j and jep you can also consider the following projects:
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
matplotlib4j - Matplotlib for java: A simple graph plot library for java, scala and kotlin with powerful python matplotlib
Weka
javacpp-embedded-python - With this library, you can embed Python to your Java or Scala project. The main purpose of this library is to use Python libraries from Java or Scala.
tensorflow - An Open Source Machine Learning Framework for Everyone
Pyto - Python IDE for iOS with NumPy, Matplotlib, Pandas, SciPy and SciKit-Learn
Smile - Statistical Machine Intelligence & Learning Engine
Programming - This repo contains my Projects and practice code of various languages which I have learned during my Graduation in Computer engineering.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
onnxruntime-extensions - onnxruntime-extensions: A specialized pre- and post- processing library for ONNX Runtime
Apache Mahout - Mirror of Apache Mahout
JPassport - JPassport
Deeplearning4j vs Deep Java Library (DJL)
jep vs matplotlib4j
Deeplearning4j vs Weka
jep vs javacpp-embedded-python
Deeplearning4j vs tensorflow
jep vs Pyto
Deeplearning4j vs Smile
jep vs Programming
Deeplearning4j vs Pytorch
jep vs onnxruntime-extensions
Deeplearning4j vs Apache Mahout
jep vs JPassport