Model Gym

Gym for predictive models

What is this about?

Modelgym is a place (a library?) to get your predictive models as meaningful in a smooth and effortless manner. Modelgym provides the unified interface for

• different kind of Models (XGBoost, CatBoost etc)

Installation

• Installation
  • Installation without Docker
    • Starting Virtual Environment
    • Installing Dependences
    • Verification If Model Gym Works Correctly
  • Model Gym With Docker
    • Getting Started
    • Running Model Gym In A Container Using DockerHub Image
    • Verification If Model Gym Works Correctly

Examples

• Basic Tutorial
• Guru example

Documentaion

• Guru
• Models
  • Model interface
  • XGBoost
  • LightGBM
  • RandomForestClassifier
  • Catboost
  • Ensemble Model
• Metrics
  • Base Class
  • Sklearn Metrics
• Trainers
  • Hyperopt trainers
  • Skopt trainers
• Trackers
• Compare models