salesforce/TransmogrifAI
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
Built in Scala with compile-time type safety, it automates feature engineering, validation, and model selection across multiple algorithms while maintaining full pipeline reproducibility. Integrates directly with Apache Spark DataFrames and provides both high-level automation (transmogrify, sanityCheck) and fine-grained control over feature extraction and algorithm configuration for production ML workflows.
2,272 stars. No commits in the last 6 months.
Stars
2,272
Forks
401
Language
Scala
License
BSD-3-Clause
Category
Last pushed
Sep 29, 2023
Commits (30d)
0
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