# Forecasting

## Forecasting is a widely used technique in both industry and science

# MTGNN

Published: 2022-10-20

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Summary: Multivariate Time Series Forecasting with Graph Neural Networks

Pages: 7

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^{6} Time Series Forecasting with Tree-based Models

Published: 0001-01-01

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Summary: Time Series Forecasting with Tree-based Models

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^{5} DeepAR

Published: 2022-07-09

Category: { Time Series }

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Summary: Forecasting time series

Pages: 7

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^{4} Probabilistic Time Series Forecasting

Published: 2022-11-12

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Summary: Time series analysis with simple models

Pages: 2

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^{3} Evaluating Time Series Models

Published: 2022-04-08

Category: { Time Series }

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Summary: Evaluate time series models

Pages: 7

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^{2} Time Series Forecasting with Deep Learning

Published: 2022-04-24

Category: { Time Series }

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Summary: Evaluate time series models

Pages: 7

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^{1} The Time Series Forecasting Problem

Published: 2022-04-24

Category: { Time Series }

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References:
- Lim B, Zohren S. Time Series Forecasting With Deep Learning: A Survey. arXiv [stat.ML]. 2020. Available: http://arxiv.org/abs/2004.13408
- Hewamalage H, Ackermann K, Bergmeir C. Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices. arXiv [cs.LG]. 2022. Available: http://arxiv.org/abs/2203.10716
- Januschowski T, Gasthaus J, Wang Y, Salinas D, Flunkert V, Bohlke-Schneider M, et al. Criteria for classifying forecasting methods. Int J Forecast. 2020;36: 167–177. doi:10.1016/j.ijforecast.2019.05.008

Summary: Forecasting time series

Pages: 7