aerosolve

We have hosted the application aerosolve in order to run this application in our online workstations with Wine or directly.

Quick description about 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

Programming Language: Scala.
Categories: