neureka
Deeplearning4j
neureka | Deeplearning4j | |
---|---|---|
4 | 13 | |
64 | 13,427 | |
- | 0.3% | |
6.8 | 5.8 | |
2 months ago | 4 days ago | |
Java | Java | |
MIT License | Apache License 2.0 |
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.
neureka
-
Anybody here using Java for machine learning?
I am using https://github.com/Gleethos/neureka to do some personal machine learning and also basic data science stuff at my workplace. It is inspired by PyTorch and it's dynamic autograd system (which records the computation graph to then traverse it for backpropagation eagerly). The library is super lightweight, has a nice API and documentation, but it's still very young and not as feature rich.
-
NumPy equivalent for Java?
A lightweight option: Neureka - https://github.com/Gleethos/neureka
-
Your cool open source libraries
https://github.com/Gleethos/neureka A tensor/nd-array library inspired by Numpy and PyTorch. Supports:
-
Do you have a github account ? What are you working on as a Java side-project ?
If you are into deep learning: I work on an nd-array / tensor library with autograd support. https://github.com/Gleethos/neureka
Deeplearning4j
- Deeplearning4j Suite Overview
- Java for ML?
-
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.
-
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:
-
Data Science Competition
DL4J
-
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!
-
Does Java has similar project like this one in C#? (ml, data)
Also, the website is now redirected to: https://deeplearning4j.konduit.ai/
-
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
-
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?
castlemock - Castle Mock is a web application that provides the functionality to mock out RESTful APIs and SOAP web services.
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
milkman - An Extensible Request/Response Workbench
Weka
nd4j - Fast, Scientific and Numerical Computing for the JVM (NDArrays)
tensorflow - An Open Source Machine Learning Framework for Everyone
panama-jextract-samples - Panama jextract samples
Smile - Statistical Machine Intelligence & Learning Engine
znai - Build functional, maintainable, beautiful User Guides with markdown and Znai plugins. Instant pages navigation. Local search. Multiple integrations to work with Python, Java, C++, OpenAPI, etc. Transform "getting started" sections into slideshow for your workshops. Manage multiple documentations with self-deployed znai hub.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
FlatLaf - FlatLaf - Swing Look and Feel (with Darcula/IntelliJ themes support)
Apache Mahout - Mirror of Apache Mahout