# decisionintelligence/k2vae

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53 stars · 6 forks · Python · MIT

## Links

- GitHub: https://github.com/decisionintelligence/K2VAE
- Homepage: https://arxiv.org/pdf/2505.23017
- awesome-repositories: https://awesome-repositories.com/repository/decisionintelligence-k2vae.md

## Description

This code is the official PyTorch implementation of our ICML'25 Spotlight Paper: K 2 VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting

## Tags

### Part of an Awesome List

- [Forecasting Models](https://awesome-repositories.com/f/awesome-lists/ai/forecasting-models.md) — Koopman-Kalman enhanced VAE for probabilistic forecasting.