Time-Series Forecasting & Foundation Models
18 repos
Models and tools for forecasting temporal sequences using transformer-based and machine learning approaches. The cluster centers on foundation models like Moirai and Granite TimeSeries that apply large-scale pre-trained architectures to time-series prediction tasks, alongside supporting utilities and datasets. Resources here span model implementations, evaluation frameworks, and applications across different scales and configurations.
Jupyter Notebook · 1
Python · 1
TypeScript · 1
time-series ·3,807
time-series-forecasting ·3,807
forecasting ·2,812
transformers ·2,738
deep-learning ·2,582
machine-learning ·2,582
representation-learning ·1,587
pre-trained-models ·1,587
pre-training ·1,587
universal-forecasting ·1,587
