FinOL: Towards open benchmarking for data-driven OLPS

FinOL a comprehensive software package and benchmarking platform designed to advance data-driven OLPS research. FinOL not only provides a well-structured library, offering extensively encapsulated functions, but also develops extensive benchmark results for fair comparisons.

⭐ What’s NEW!

Update	Status	Label
New feature! FinOL now supports the Image Input feature	Supported since 26 September 2024	🛠️ Enhancement
New model! FinOL now supports the CNN-JF model	Supported since 26 September 2024	🛠️ Enhancement
New model! FinOL now supports the AlphaStock model	Supported since 20 September 2024	🛠️ Enhancement
New model! FinOL now supports the GRU model	Supported since 20 September 2024	🛠️ Enhancement
New release! FinOL now releases the Official Docs	Released on 22 July 2024	🚀 Release
New feature! FinOL now supports the Auto Hyper-parameters Tuning feature	Supported since 22 July 2024	🛠️ Enhancement
New feature! FinOL now supports the Radar Chart evaluation	Supported since 10 June 2024	🛠️ Enhancement
New model! FinOL now supports the AlphaPortfolio model	Supported since 06 June 2024	🛠️ Enhancement
New feature! FinOL now supports the Economic Distillation feature	Supported since 15 May 2024	🛠️ Enhancement
New feature! FinOL now supports the Interpretability Analysis feature	Supported since 16 April 2024	🛠️ Enhancement
New feature! FinOL now supports the Winner Assets Selection feature	Supported since 14 April 2024	🛠️ Enhancement
New release! FinOL now releases the Tutorials	Released on 22 March 2024	🚀 Release
New release! FinOL now releases the v0.0.1 package	Released on 21 March 2024	🚀 Release

Contents

• Background
• Installation
• Quickstart
• API Reference
  • finol.data_layer
  • finol.model_layer
  • finol.optimization_layer
  • finol.evaluation_layer
  • finol.config
• Key Features
  • Benchmark Datasets
  • Rich Data Input
  • Image Data Input
  • Pre-built Models
  • Optimizer Collection
  • Criterion Collection
  • Comprehensive Metrics
  • Extensive Baselines
  • Benchmark Results
  • Elo Ranking System
  • Multiple Visual Tools
• Extend FinOL
• File Structure
• License
• Contact Us

Indices and tables

• Index

• Module Index

• Search Page