This repo consits of code file belongs to the thesis "Manifold Learning in Diverse Topologies for Enhanced El Niño and La Niña Prediction using LSTM Algorithms"
- Improved non-linear dimensionality reduction techniques on SST (Sea Surface Temperature) data from published papers.
- Integrated Isomap and LSTM algorithms to predict El Niño and La Niña events.
- Coded and compared different dimensionality reduction algorithms.