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Oct 24, 2023 · TimeGPT is the first foundation model for time series forecasting. It leverages the Transformer architecture and was pre-trained on 100 billion data points to ...
Mar 19, 2024 · TimeGPT is a revolutionary model for time series forecasting, its architecture, training, comparison with traditional methods.
Oct 8, 2023 · It is intriguing to explore whether GPT-type architectures can be effective for time series, capturing the intrinsic dynamic attributes and leading to ...
Apr 25, 2024 · In essence, as long as it is provided with an initial dataset structured as a time series, it can produce a forecast of future values of the time series with ...
Apr 7, 2024 · Simulation results show that TimeGPT outperforms the benchmarks (e.g., popular machine learning models and statistical models) for load forecasting on several ...
May 5, 2024 · Analyzing patterns throughout the context window, detecting anomalies across a large set of time series simultaneously, synthesizing the results, and grouping ...
Apr 24, 2024 · TimeGPT is a production ready, generative pretrained transformer for time series. It's capable of accurately predicting various domains such as retail, ...
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