Project for the course Deep Learning from Maria Vakalopoulou and Vincent Lepetit.

This work was made by Paul Martin (ENPC) and Samuel Diai (ENPC).

The project is about weather forecasting using Attention based encoder decoders.

It is based on the paper : "A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction" by Yao and Al.

Architecture Used (extracted from the Article)

Some results of predictions :

It contains the code and the final report.