diff --git a/nbs/assets/forecast_synthetic_data.mp4 b/nbs/assets/forecast_synthetic_data.mp4 new file mode 100644 index 000000000..70214a506 Binary files /dev/null and b/nbs/assets/forecast_synthetic_data.mp4 differ diff --git a/nbs/docs/getting-started/5_faq.ipynb b/nbs/docs/getting-started/5_faq.ipynb index 81728b0e6..1518a7dee 100644 --- a/nbs/docs/getting-started/5_faq.ipynb +++ b/nbs/docs/getting-started/5_faq.ipynb @@ -366,6 +366,22 @@ "" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
\n", + " Can TimeGPT forecast data with simple pattern such as a straight line or sine wave?\n", + "\n", + "While this is not the primary use case for `TimeGPT`, it is capable of generating solid results on simple data such as a straight line. While zero-shot predictions might not always meet expectations, a little help with fine-tuning allows TimeGPT to quickly grasp the trend and produce accurate forecasts. For more details, please refer to the [Improve Forecast Accuracy with TimeGPT](https://docs.nixtla.io/docs/tutorials-improve_forecast_accuracy_with_timegpt) tutorial.\n", + "\n", + "\n", + "
" + ] + }, { "cell_type": "markdown", "metadata": {},