TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library written in Scala that runs on top of Apache Spark. It was developed with a focus on accelerating machine learning developer productivity through machine learning automation, and an API that enforces compile-time type-safety, modularity, and reuse. Through automation, it achieves accuracies close to hand-tuned models with almost 100x reduction in time.

Features

  • Build production ready machine learning applications in hours, not months
  • Documentation available
  • Build machine learning models without getting a Ph.D. in machine learning
  • Build modular, reusable, strongly typed machine learning workflows
  • Examples available
  • Add TransmogrifAI into your project

Project Samples

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Categories

Machine Learning

License

BSD License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Scala

Related Categories

Scala Machine Learning Software

Registered

2024-08-09