Aerosolve

Aerosolve is an open-source machine learning library developed by Airbnb, designed for interpretable and human-friendly modeling. Built around sparse, human-intuitive features (like geography, pricing), it supports feature quantization, interaction specification, and rule-based priors—enabling domain experts to contribute directly to model behavior.

Features

Interpretable sparse feature support (geo, price, categorical)
Feature quantization and interaction control for better modeling
Domain-informed priors and rule-based feature engineering
Supports logistic, regression, ranking, and multiclass models
Easy-to-read model configuration via human-centric DSL or YAML
Suitable for search ranking, dynamic pricing, and transparent recommendations

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License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Scala

Related Categories

Scala Machine Learning Software

Registered

2025-08-04

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