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Timer-XL Revisited: A Hands-On Guide to Zero-Shot Forecasting
Two practical use cases of this pretrained model in action
Jun 9
•
Nikos Kafritsas
1
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Timer-XL Revisited: A Hands-On Guide to Zero-Shot Forecasting
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Timer-XL: Long-Context Foundation Model for Time-Series Forecasting
A versatile model supporting exogenous variables and varying-length context
Jun 5
•
Nikos Kafritsas
7
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Timer-XL: Long-Context Foundation Model for Time-Series Forecasting
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May 2025
Retail Forecasting with IBM’s Tiny Time Mixers (TTM): Step-by-Step Tutorial
Putting the popular foundation model to the test!
May 14
•
Nikos Kafritsas
5
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Retail Forecasting with IBM’s Tiny Time Mixers (TTM): Step-by-Step Tutorial
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2
April 2025
ChronosX: Extending Time-Series Foundation Models to Support Exogenous Variables
A plug-and-play mechanism for Chronos, extending to any foundation TS model
Apr 16
•
Nikos Kafritsas
6
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ChronosX: Extending Time-Series Foundation Models to Support Exogenous Variables
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March 2025
Tiny-Time-Mixers R2 (TTM): More Accurate Predictions with Exogenous Feature Mixing - Complete Tutorial
IBM’s open-source foundation model for time-series just got even better!
Mar 24
•
Nikos Kafritsas
2
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Tiny-Time-Mixers R2 (TTM): More Accurate Predictions with Exogenous Feature Mixing - Complete Tutorial
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February 2025
TabPFN-TS: A Surprising New Breakthrough in Time-Series Forecasting
Pretrained on tabular data, yet ranked #1 on TS Gift-Eval - tutorial included!
Feb 28
•
Nikos Kafritsas
6
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TabPFN-TS: A Surprising New Breakthrough in Time-Series Forecasting
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2
Can We Use DeepSeek-R1 for Time-Series Forecasting?
It exceeded my expectations—here's how (+ tutorial with free API!)
Feb 17
•
Nikos Kafritsas
14
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Can We Use DeepSeek-R1 for Time-Series Forecasting?
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1
Influential Time-Series Forecasting Papers of 2023-2024: Part 2
The 2nd part of innovations in time-series forecasting
Feb 10
•
Nikos Kafritsas
7
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Influential Time-Series Forecasting Papers of 2023-2024: Part 2
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January 2025
Influential Time-Series Forecasting Papers of 2023-2024: Part 1
Exploring the latest advancements in time series
Jan 15
•
Nikos Kafritsas
11
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Influential Time-Series Forecasting Papers of 2023-2024: Part 1
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December 2024
Interpretable Forecasting of Realized Volatility with Temporal Fusion Transformer
With Google's Transformer forecasting model
Dec 23, 2024
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Nikos Kafritsas
5
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Interpretable Forecasting of Realized Volatility with Temporal Fusion Transformer
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Temporal Fusion Transformer: Time Series Forecasting with Interpretability
Generate accurate and interpretable forecasts
Dec 17, 2024
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Nikos Kafritsas
13
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Temporal Fusion Transformer: Time Series Forecasting with Interpretability
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Long-Horizon Forecasting with Deep Learning: A Full Tutorial on TSMixer and iTransformer
How to use Deep Learning forecasting models the right way
Dec 11, 2024
•
Nikos Kafritsas
4
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Long-Horizon Forecasting with Deep Learning: A Full Tutorial on TSMixer and iTransformer
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