tensorflow-keras-scala
Scala-based Keras API for the Java bindings to TensorFlow. Mirror of https://codeberg.org/sciss/tensorflow-keras-scala (by Sciss)
kotlindl
High-level Deep Learning Framework written in Kotlin and inspired by Keras (by Kotlin)
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| tensorflow-keras-scala | kotlindl | |
|---|---|---|
| 1 | 16 | |
| 1 | 1,399 | |
| - | 1.5% | |
| 0.0 | 5.7 | |
| about 2 years ago | 7 months ago | |
| Scala | Kotlin | |
| GNU Lesser General Public License v3.0 only | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
tensorflow-keras-scala
Posts with mentions or reviews of tensorflow-keras-scala.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-27.
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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.
kotlindl
Posts with mentions or reviews of kotlindl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-11.
- 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.
What are some alternatives?
When comparing tensorflow-keras-scala and kotlindl you can also consider the following projects:
Smile - Statistical Machine Intelligence & Learning Engine
KorGE - KorGE Game Engine. Multiplatform Kotlin Game Engine
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
htmx - </> htmx - high power tools for HTML
java - Java bindings for TensorFlow
Decompose - Kotlin Multiplatform lifecycle-aware business logic components (aka BLoCs) with routing (navigation) and pluggable UI (Jetpack Compose, SwiftUI, JS React, etc.)
Tensorflow_scala - TensorFlow API for the Scala Programming Language
kotlin-wrappers - Kotlin wrappers for popular JavaScript libraries
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
kotlinx-datetime - KotlinX multiplatform date/time library
kotlinx.serialization - Kotlin multiplatform / multi-format serialization
ktor - Framework for quickly creating connected applications in Kotlin with minimal effort
tensorflow-keras-scala vs Smile
kotlindl vs KorGE
tensorflow-keras-scala vs Zeppelin
kotlindl vs htmx
tensorflow-keras-scala vs java
kotlindl vs Decompose
tensorflow-keras-scala vs Tensorflow_scala
kotlindl vs kotlin-wrappers
tensorflow-keras-scala vs mmlspark
kotlindl vs kotlinx-datetime
kotlindl vs kotlinx.serialization
kotlindl vs ktor