kotlindl
okio
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kotlindl | okio | |
---|---|---|
16 | 15 | |
1,391 | 8,640 | |
1.9% | 0.5% | |
5.7 | 8.9 | |
6 months ago | 10 days 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).
okio
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Is it a good idea to use Google Guava library for Android development?
I am involved in the development of Android application which is a rather "thick" mobile client for a Web service. It heavily communicates with the server but also has a lot of inner logic too. So, I decided to use some features of Google Guava library to simplify development process. Here is a list of features I'm very interested in: immutable collections, base utils, collection extensions, functional programming sugar and idioms (common.collect and common.base), primitives utilities (common.primitives), hashing utilities (common.hash), concurrent utils (futures and AsyncFunction). Things I don't want to use in Android: common.cache (see question below), common.eventbus (we have better Android specific libs for this, such as Otto), common.io (we can use okio for Android now).
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Why tools have Kotlin native to work with bytes?
Yeah Kotlin's own standard library is a lot smaller than Java's currently so you'll need to use something third-party for this. Okio is a popular option https://square.github.io/okio/ it has a Buffer type which is pretty similar to Java's ByteBuffer
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can I access and manipulate the iOS filesystem with kotlin multiplatform?
Use okio, it is Multiplatform now. I use this for my own library KStore
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Windows Central: "Microsoft to merge Surface Pro X ARM and Surface Pro 9 Intel versions under one product line"
For networking, file IO, and streams in general, there's Korio and for Java; for just networking, there's LiteNetLib for C#; for what looks like data streams in general, there's Okio also for Java; and Tokio for multi-threaded IO in Rust.
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Porting C++ code to Kotlin (ISO 15765-2)
Okio is nice for input/output streams, and sockets.
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Kotlin/native: library for file io?
Sounds like you want https://square.github.io/okio/
Try OKIO: https://github.com/square/okio/
- Are there any libraries well suited to the manipulation of bits, bytes and byte arrays used in packet communication?
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Kotlin Team AMA #3: Ask Us Anything
On JVM, there is plenty of existing solution already on for multiplatform uses I'd suggest checking amazing Okio library by Square, that seems to cover most of basic use-cases.
- 60% of school apps are sending student data with third parties without consent
What are some alternatives?
OkHttp - Square’s meticulous HTTP client for the JVM, Android, and GraalVM.
kotlinx.coroutines - Library support for Kotlin coroutines
KorGE - KorGE Game Engine. Multiplatform Kotlin Game Engine
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
kotlinx-io - Kotlin multiplatform I/O library
kotlin-wrappers - Kotlin wrappers for popular JavaScript libraries
swift-evolution - This maintains proposals for changes and user-visible enhancements to the Swift Programming Language.
kotlinx-nodejs - Kotlin external declarations for using the Node.js API from Kotlin code targeting JavaScript
kotlinx.serialization - Kotlin multiplatform / multi-format serialization
kotlinx-datetime - KotlinX multiplatform date/time library