skainet jupyter

Empower your deep machine learning data science workflows with Kotlin’s type safety and expressiveness in Jupyter notebooks.

Overview

skainet is an open-source deep learning framework written in Kotlin, designed with developers in mind to enable the creation of modern AI-powered applications with ease. It seamlessly integrates with Jupyter notebooks, providing a powerful environment for interactive data analysis, machine learning experimentation, and model development.

Features

• Full Kotlin language support in Jupyter notebooks

• Interactive data visualization capabilities

• Seamless integration with popular ML libraries

• Type-safe data manipulation

• Rich markdown and documentation support

Using with Jupyter Notebook

Option 1: IntelliJ IDEA

You can create Kotlin notebooks directly in IntelliJ IDEA using one of these methods:

1. Within a Project:

   • Right-click on source root/folder in Project view

   • Select New → Kotlin Notebook

2. Scratch Notebook:

   • Press kbd:[Cmd+Shift+N] (macOS) or kbd:[Ctrl+Alt+Shift+Insert] (Windows/Linux)

   • Select Kotlin Notebook

3. From Welcome Screen:

   • Navigate to Kotlin Notebooks tab

   • Click New Notebook

Option 2: Jupyter Installation

1. Install Jupyter and Kotlin Kernel:

   $ pip install jupyter
   $ jupyter kernelspec install kotlin

2. Create a New Notebook:

   • Launch Jupyter: jupyter notebook

   • Select "New" → "Kotlin"

3. Basic Usage:

   // Import skainet libraries
   import ai.tribit.skainet.*
   
   // Example code
   val data = DataFrame.readCsv("data.csv")
   data.head(5).show()

Here’s a concise instruction snippet for setting up dependencies in Gradle KTS to consume your open-source project:

Usage:

1. Configure repository Add the following to your project’s build.gradle.kts:

repositories {
    maven {
        url = uri("https://maven.pkg.github.com/sk-ai-net/skainet")
        credentials {
            username = providers.gradleProperty("gpr.user")
                .orElse(System.getenv("GITHUB_ACTOR"))
                .get()
            password = providers.gradleProperty("gpr.token")
                .orElse(System.getenv("GITHUB_TOKEN"))
                .get()
        }
    }
}

1. Set GitHub credentials Ensure you provide your GitHub username (gpr.user) and a personal access token (gpr.token) with package read permission.

See the official GitHub docs for more details