neural-network-number-guesser
neureka
neural-network-number-guesser | neureka | |
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1 | 4 | |
1 | 65 | |
- | - | |
10.0 | 6.8 | |
over 2 years ago | 3 months ago | |
Java | Java | |
- | MIT License |
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neural-network-number-guesser
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Anybody here using Java for machine learning?
I made a shitty neural net for guessing hand drawn numbers. It only works about half the time and takes ages to train. In my experience the OOP-ness of Java really slows down the process and it'd probably just be faster by using more functional code. But I'm sure I could've done it better with more experience (am still in school). Here's the repo if you want to check it out: https://github.com/d3nosaur/neural-network-number-guesser
neureka
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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.
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NumPy equivalent for Java?
A lightweight option: Neureka - https://github.com/Gleethos/neureka
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Your cool open source libraries
https://github.com/Gleethos/neureka A tensor/nd-array library inspired by Numpy and PyTorch. Supports:
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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
What are some alternatives?
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
castlemock - Castle Mock is a web application that provides the functionality to mock out RESTful APIs and SOAP web services.
deeplearning4j-examples - Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
nd4j - Fast, Scientific and Numerical Computing for the JVM (NDArrays)
Tribuo - Tribuo - A Java machine learning library
milkman - An Extensible Request/Response Workbench
conclave-samples
panama-jextract-samples - Panama jextract samples
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.
FlatLaf - FlatLaf - Swing Look and Feel (with Darcula/IntelliJ themes support)
papka - Object oriented library for working with file tree.
JCSG - Java implementation of BSP based CSG (Constructive Solid Geometry)