TIME SERIES FORECASTING | So What Is The INFORMER? скачать в хорошем качестве

TIME SERIES FORECASTING | So What Is The INFORMER?

Informer is an extension of Transformer, the state-of-the-art deep learning model for forecasting. In this video, we will learn how the model works and how to implement it with Python and Pytorch. Moreover, I will also show a little modification to the model that allows us to get the forecasts on observed business days. This is the first of the two-part videos. Please stay tune for the next part! UPDATE: Here is the next part    • TIME SERIES FORECASTING | Using Informer t...   00:00 Intro 00:52 The overview 02:52 The input of the encoder and its encoding 06:22 Multi-head ProbSparse self attention 11:48 Self attention distillation 14:39 The input of the decoder 16:28 The decoder 17:39 Further details of the model 30:45 Modification to predict on business days #timeseries #forecasting #deeplearning #timeseriesanalysis #datascience #machinelearning #treasurybonds #pythonprogramming