nazanin105 Goto Github PK

deep-learning-ssh-mapping-james-paper

Code associated with our JAMES paper presenting a new deep learning method for SSH mapping from satellite altimetry and sea surface temperature observations

forecasting_air_pollution

Stacking a machine learning ensemble for multivariate time series forecasting, with the goal of predicting the one-period ahead PM 2.5 air pollution level, as published in Towards Data Science on Medium.com

lstm-climatological-time-series

Experiments in climatological time series analysis using deep learning

mdn

Mixture Density Network for water constituent estimation

py-eddy-tracker

Eddy identification and tracking

transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

transformer-time-series-forecasting