Livoa LogoLivoa
๐Ÿ“‹ Requirements
๐Ÿ’พ Data
โš ๏ธ Constraints
โš™๏ธ Optimiser parameters
โน๏ธ Stop criteria
๐Ÿ“Š Metrics
โŒ Modelling error
๐Ÿงฉ Structural complexity
๐Ÿ›ก๏ธ Robustness
๐Ÿง  Available models
๐Ÿ”„ Data preprocessing models
๐Ÿค– Machine learning models

User input

๐Ÿ” Feature selection
๐Ÿงน Data preprocessing
๐Ÿ“ฆ Models selection
๐ŸŽ›๏ธ Models tuning
๐Ÿค– Automated design
๐Ÿš€ GOLEM graph optimiser

Initial pipeline

Composite pipeline

๐Ÿ“ˆ Modelling results
โœ… Metrics evaluation
๐Ÿ’พ Pipeline serialization
๐Ÿงฉ Composing

Copy of Project

by ghgug

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