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vangja 0.2.0 documentation

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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

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By Jovan Krajevski, Biljana Tojtovska Ribarski