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#

timegpt

Here are 11 public repositories matching this topic...

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 🚀.

  • Updated Jun 12, 2026
  • Jupyter Notebook

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.

  • Updated Apr 20, 2024
  • Jupyter Notebook

Simulate and forecast single-neuron dynamics using the Izhikevich model in Python. This project supports multiple neuron types, parameter sweeps, and integrates advanced time series forecasting (TimeGPT and LSTM-based residual correction) for generative modeling of neuronal activity.

  • Updated May 11, 2025
  • Python

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