kotlin-data-science-resources
deeplearning4j-examples
| kotlin-data-science-resources | deeplearning4j-examples | |
|---|---|---|
| 2 | 4 | |
| 434 | 5 | |
| - | - | |
| 0.0 | 0.5 | |
| over 2 years ago | over 3 years ago | |
| Java | ||
| - | GNU General Public License v3.0 or later |
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kotlin-data-science-resources
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Machine Learning in Kotlin (Question)
Not sure if this page is actively maintained now, it's still pretty exhaustive.
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What are good programming languages for a beginner?
Kotlin is also promoted as a language suitable for Data Science and Machine Learning, thanks to its concise syntax, scripting capabilities, a Jupyter Kernel and Zeppelin interpreter, and various frameworks for Kotlin and Java (more information here)3
deeplearning4j-examples
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Installing deeplearning4j and nd4j
Then for the project target, pick our mvn-project-template: https://github.com/deeplearning4j/deeplearning4j-examples/tree/master/mvn-project-template
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Anybody here using Java for machine learning?
I'm building from source because I made a tiny change to dl4j to get an example running. It's not really anything that should be committed as it wouldn't be a solution to the issue. (Just a hack around. :) )
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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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Deeplearning4j regression help
There are some examples that show how to use it here, including regressions, is that what you are looking for?
What are some alternatives?
kotlindl - High-level Deep Learning Framework written in Kotlin and inspired by Keras
conclave-samples
Deeplearning4j - Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
Tribuo - Tribuo - A Java machine learning library
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
Smile - Statistical Machine Intelligence & Learning Engine
neural-network-number-guesser - Java program that tries to guess a number you are drawing using a Neural Network. Uses the MNIST Dataset for training. Left click to draw, Right click to reset drawing