kotlindl
multik
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kotlindl | multik | |
---|---|---|
16 | 9 | |
1,399 | 614 | |
1.5% | 1.1% | |
5.7 | 8.3 | |
7 months ago | 2 months 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
- is it posssible to add an a python AI tensorflow script inside kotlin for android?
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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
- Implementing a object detection into a kotlin mobile application
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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
KotlinDL 0.3 is available now on Maven Central with a variety of new features — check out all the changes that are coming to the new release!
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?
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Machine Learning in Kotlin (Question)
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
So, the KotlinDL library could solve classification and regression tasks on tabular data and image data.
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Show HN: Shape-Safe Symbolic Differentiation with Algebraic Data Types
Thank you for your feedback! Kotlin∇ is a research prototype for building differentiable programs from basic primitives. If you’re looking for a higher-level API, KotlinDL [1] or KInference [2] might be a better fit for building end-user applications such as image, speech or language processing.
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?
KorGE - KorGE Game Engine. Multiplatform Kotlin Game Engine
nd4j - Fast, Scientific and Numerical Computing for the JVM (NDArrays)
htmx - </> htmx - high power tools for HTML
kotlin-jupyter - Kotlin kernel for Jupyter/IPython
Decompose - Kotlin Multiplatform lifecycle-aware business logic components (aka BLoCs) with routing (navigation) and pluggable UI (Jetpack Compose, SwiftUI, JS React, etc.)
Kotlin-Multiplatform-Libraries - Kotlin Multiplatform Libraries. Welcome PR if you find or create new Kotlin Multiplatform Library.
tensorflow-keras-scala - Scala-based Keras API for the Java bindings to TensorFlow. Mirror of https://codeberg.org/sciss/tensorflow-keras-scala
kotlin-flow-extensions - Extensions to the Kotlin Flow library.
kotlin-wrappers - Kotlin wrappers for popular JavaScript libraries
rsocket-kotlin - RSocket Kotlin multi-platform implementation
kotlinx-datetime - KotlinX multiplatform date/time library