Nixtla/nixtla
A production-ready, pre-trained time series foundation model (TimeGPT) for accurate forecasting and anomaly detection across various domains with minimal code.
Core Features
Quick Start
pip install nixtla>=0.7.0Detailed Introduction
Nixtla's TimeGPT is presented as the first production-ready foundation model specifically designed for time series forecasting and anomaly detection. Built on a generative pre-trained transformer architecture, it has been trained on over 100 billion data points, enabling it to deliver highly accurate predictions across diverse domains such as retail, electricity, finance, and IoT. The project offers an intuitive SDK and API, allowing users to leverage its powerful capabilities with just a few lines of code, supporting both zero-shot inference for immediate insights and fine-tuning for enhanced domain-specific performance. Its ability to integrate with various programming languages and deploy within environments like Snowflake positions it as a versatile solution for data-driven decision-making.