TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

Traffic Congestion Prediction on highways in Taiwan

Analyzing the Unemployment Rate Time Series is vital for economic insights. Techniques like ARIMA capture linear patterns, LSTM handles complex relationships, and Facebook Prophet excels in seasonal forecasting. These methods empower decision-makers to anticipate trends, formulate effective policies, and navigate economic challenges with agility.

TimeGPT is a production-ready generative pretrained transformer for time series. It’s capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code.

Interface to interact with the TimeGPT API developed by Nixtla <https://nixtla.io/>. TimeGPT is a generative pre-trained transformer model specialized in prediction <https://docs.nixtla.io/docs>.

Analyze and forecast time series data on the number of visitors to various Italian museums using techniques such as TimeGPT, SARIMAX, Holt-Winters, Lasso, Gradient Boosting, GAM, etc.

The Ethereum Price Forecasting project leverages the Time GPT Model to predict future price movements of Ethereum. By integrating advanced machine learning algorithms, specifically designed for time series data, the project aims to provide insightful and actionable predictions for traders and investors in the cryptocurrency market.