neureka
multik
neureka | multik | |
---|---|---|
4 | 9 | |
64 | 621 | |
- | 0.5% | |
6.8 | 8.3 | |
2 months ago | 3 months ago | |
Java | Kotlin | |
MIT License | Apache License 2.0 |
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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
multik
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multidimensional arrays
If you need a simpler array syntax, have a look at the official multi dimensional array library for Kotlin: https://github.com/Kotlin/multik
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NumPy equivalent for Java?
for JVM https://github.com/Kotlin/multik
- Numpy for kotlin
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Kotlin Team AMA #3: Ask Us Anything
Multik (NumPy analogue) - Multidimensional array library for Kotlin.
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Natural language processing with Kotlin: Part-of-speech tagging with Hidden Markov Model
To work with matrices, I'm using multik, a multidimensional array library for Kotlin. It has been publicly released recently, and you can read more about it on the Kotlin blog.
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Matrices multiplication benchmark: Apache math vs colt vs ejml vs la4j vs nd4j
Can the benchmark add the recent https://github.com/Kotlin/multik And https://github.com/Kotlin/kotlin-numpy
- MultiK: Multidimensional Array Library for Kotlin
What are some alternatives?
castlemock - Castle Mock is a web application that provides the functionality to mock out RESTful APIs and SOAP web services.
nd4j - Fast, Scientific and Numerical Computing for the JVM (NDArrays)
milkman - An Extensible Request/Response Workbench
kotlin-jupyter - Kotlin kernel for Jupyter/IPython
kotlindl - High-level Deep Learning Framework written in Kotlin and inspired by Keras
panama-jextract-samples - Panama jextract samples
Kotlin-Multiplatform-Libraries - Kotlin Multiplatform Libraries. Welcome PR if you find or create new Kotlin Multiplatform Library.
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.
kotlin-flow-extensions - Extensions to the Kotlin Flow library.
FlatLaf - FlatLaf - Swing Look and Feel (with Darcula/IntelliJ themes support)
rsocket-kotlin - RSocket Kotlin multi-platform implementation