microprediction/microprediction

TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple foundation models through a single API. From finance and energy to web analytics, TimeCopilot turns natural-language queries into production-ready forecasts.

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transformer models.

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Foundation Models for Time Series

MOMENT: A Family of Open Time-series Foundation Models, ICML'24

Kronos: A Foundation Model for the Language of Financial Markets

Scalable and user friendly neural 🧠 forecasting algorithms.