kotlindl VS kotlin-wrappers

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

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 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?

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.

For deep learning this is your best bet: https://github.com/jetbrains/kotlindl

So, the KotlinDL library could solve classification and regression tasks on tabular data and image data.

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.

[1]: https://github.com/JetBrains/KotlinDL

[2]: https://github.com/JetBrains-Research/kinference/

If you want something more standard, I'd look at Kotlin Wrappers and look at examples of using react - https://github.com/JetBrains/kotlin-wrappers

Kotlin wrappers for JS.

The only reference I can find to an error boundary in Kotlin React is at QueryErrorResetBoundary.kt in the kotlin-wrappers repository. Would any of you know anything about this?

Yes! Interesting that it isn't defined in the Length.kt file (that's where I was looking for it) and is instead in its lonesome, but I guess it makes sense as it's not actually a length value. Thanks for the help!

plugins { kotlin("js") id("com.github.node-gradle.node") version "3.4.0" } kotlin { js(IR) { // let's rename it to more reusable as under that name we will access it in our boilerplate code moduleName = "stories" // browser also works fine here, we just need it for compiling purposes as of now nodejs {} // add a startup script to our package json compilations["main"].packageJson { customField( "scripts", mapOf("storybook" to "start-storybook -p 6006 -c $projectDir/.storybook --ci") ) } binaries.executable() } } tasks.named("build") { dependsOn("assemble") dependsOn("copyJsStories") } tasks.register("copyJsStories") { dependsOn("developmentExecutableCompileSync") from("$projectDir/src/main/js") into("$buildDir/compileSync/main/developmentExecutable/kotlin") // flatten all files to appear on one level eachFile { if (isDirectory) { exclude() } path = path.replace("/", ".") } } tasks.register("copyPackageJson") { dependsOn("build") from("$buildDir/tmp/publicPackageJson/package.json") into("$projectDir") } tasks.register("start") { dependsOn("build") dependsOn("npmInstall") args.addAll("run", "storybook") } tasks.named("npmInstall") { dependsOn("copyPackageJson") workingDir.set(file("$projectDir")) inputs.file("package.json") } dependencies { // dependency to the project with components implementation(project(":app")) // react dependencies to put on package.json explicitly // can resolve the actual versions on https://github.com/JetBrains/kotlin-wrappers implementation(npm("react", "^17.0.2")) implementation(npm("react-dom", "^17.0.2")) implementation(npm("react-router-dom", "^6.2.2")) // storybook specific dependencies implementation(npm("@storybook/builder-webpack5", "^6.5.9")) implementation(npm("@storybook/manager-webpack5", "^6.5.9")) implementation(npm("@storybook/node-logger", "^6.5.9")) implementation(npm("@storybook/preset-create-react-app", "^4.1.2")) implementation(npm("@storybook/react", "^6.5.9")) }

kotlin js https://github.com/JetBrains/kotlin-wrappers/tree/master/kotlin-react Multiplatform etc.

From my experience if you're truly trying to interop with JavaScript code that is already out there on npm, you better hope there is a library that already wraps it like kotlin wrappers. Otherwise you would have to write a wrapper library yourself or use dukat to convert typescript definitions to kotlin (which I have never had the best luck converting but maybe it got better?).

Everything moved to central a long back - https://github.com/JetBrains/kotlin-wrappers

It's still pretty finnicky to configure and it hasn't emerged from alpha yet, so its future isn't exactly secure, but I'm hopeful as they appear to be investing a lot of resources into it and adjacent projects, e.g. the kotlin-react library.

We already have a battle-tested integration with react (it's used inside jetbrains.space) -- https://github.com/JetBrains/kotlin-wrappers And, take a look at docs and hands-on.