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vangja 0.2.0 documentation

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  • vangja

User Guide

  • Chapter 01: Getting Started
  • Chapter 02: Inference Algorithms
  • Chapter 03: Multi-Series Fitting
  • Chapter 04: Multi-Series Fitting Caveats
  • Chapter 05: Hierarchical Modeling with Partial Pooling
  • Chapter 06: Caveats of Hierarchical Modeling
  • Chapter 07: Transfer Learning from Long Time Series
  • Chapter 08: Transfer Learning with prior_from_idata and Hierarchical Modeling
  • Chapter 09: Advanced Transfer Learning Options
  • Chapter 10: Bayesian Workflow — Diagnostics and Best Practices
  • Chapter 11: Uncertainty Estimation in Vangja

Case Studies

  • Case Study 01: Smart Home Appliances Energy Consumption Forecasting

API Reference

  • API Reference
  • Repository
  • Open issue

Python Module Index

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- vangja
    vangja.types

By Jovan Krajevski, Biljana Tojtovska Ribarski