Pre-trained foundation models are making time-series forecasting more accessible and available, unlocking its benefits for smaller organizations with limited resources.

LinkedIn today open-sourced Greykite, a Python library for long- and short-term predictive analytics. Greykite’s main algorithm, Silverkite, delivers automated forecasting, which LinkedIn says ...

We explore the added value of deep learning techniques for forecasting and nowcasting in official statistics as an alternative to classic time series models. Several neural network algorithms are ...

Attention is not all you need when forecasting with generative AI. You also need time. IBM recently made its open-source TinyTimeMixer model available on Hugging Face.

Use automated methods to estimate the best fit model parameters. Apply the Augmented Dickey-Fuller method (ADF) to statistically test a time series. Estimate the number of parameters for a SARIMA ...

IBM is bringing the power of conditional reasoning to its open source Granite 3.2 LLM, in an effort to solve real enterprise AI challenges.