kotlindl
kotlinx-nodejs
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kotlindl | kotlinx-nodejs | |
---|---|---|
16 | 3 | |
1,391 | 215 | |
1.9% | 0.0% | |
5.7 | 0.0 | |
6 months ago | over 1 year ago | |
Kotlin | Kotlin | |
Apache License 2.0 | 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.
kotlindl
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Kotlin Deep Learning Android app - Working
This is a really nice sample app (works out of the box) that Jetbrains have made to showcase the capabilities of this Kotlin Deep Learning library https://github.com/Kotlin/kotlindl
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What libraries do you use for machine learning and data visualizing in scala?
There are Java bindings for TensorFlow, but that's quite low level. I tried to see if I can get some Keras API for Scala, but I'm no expert and haven't had enough time to invest in this, so it's stuck in alpha. Maybe I develop it slow burning over the next year. A bit envious that Kotlin has a Keras-like library.
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KotlinDL 0.3 Is Out With ONNX Integration, Object Detection API, 20+ New Models in ModelHub, and Many New Layers
Could you please add an issue with your use-case and proposed solution? Or write here more details. Do you need just serialization to objects in memory? or just in bytes?
Introducing version 0.3 of our deep learning library, KotlinDL.
The answer to the second question (from the GitHub page):
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Machine Learning in Kotlin (Question)
I'm not in Machine Learning but maybe KotlinDL ?
While KotlinDL seems to be a good solution by Jetbrains, I would personally stick to Java frameworks like DL4J for a better community support and likely more features.
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Numpy for kotlin
For deep learning this is your best bet: https://github.com/jetbrains/kotlindl
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Kotlin Team AMA #3: Ask Us Anything
Please, visit our tutorials and examples for KotlinDL. It covers all possible use-cases for AI implementation at this moment.
Regarding AI: currently, you implement neural networks for solving classification and regression tasks for tabular data, or in Computer Vision with Kotlin Deep Learning Library (KotlinDL).
kotlinx-nodejs
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Kotlin Team AMA #3: Ask Us Anything
BTW, to get typed declarations for Node.js use https://github.com/Kotlin/kotlinx-nodejs, also, you can just create a project from IntelliJ IDEA Wizard (`Kotlin | Node.js Application`).
For backend development, I'd recommend using Kotlin/JVM, but of cause, you also, can try Kotlin/JS too and a library with typed declarations for Node.js modules could be helpful in this case https://github.com/Kotlin/kotlinx-nodejs. You can simply create a Kotlin/JS project targeting Node.js from IntelliJ IDEA Wizard (Kotlin | Node.js Application).
Honestly, we are mostly focused on generic and browser cases. However recently we have introduced a library with typed declarations for Node.js modules check it out: https://github.com/Kotlin/kotlinx-nodejs. We would happy to hear more about your cases and issues you are faced, please feel free to contact me and file issues at https://kotl.in/issue.
What are some alternatives?
KorGE - KorGE Game Engine. Multiplatform Kotlin Game Engine
ktor - Framework for quickly creating connected applications in Kotlin with minimal effort
htmx - </> htmx - high power tools for HTML
Decompose - Kotlin Multiplatform lifecycle-aware business logic components (aka BLoCs) with routing (navigation) and pluggable UI (Jetpack Compose, SwiftUI, JS React, etc.)
tensorflow-keras-scala - Scala-based Keras API for the Java bindings to TensorFlow. Mirror of https://codeberg.org/sciss/tensorflow-keras-scala
kotlin-wrappers - Kotlin wrappers for popular JavaScript libraries
okio - A modern I/O library for Android, Java, and Kotlin Multiplatform.
kotlinx-datetime - KotlinX multiplatform date/time library
kotlinx.serialization - Kotlin multiplatform / multi-format serialization
compose-multiplatform - Compose Multiplatform, a modern UI framework for Kotlin that makes building performant and beautiful user interfaces easy and enjoyable.