Cogs_118B_Manifold_learning

This repo contains the code run while exploring manifold learning for our final project of COGS 118B.

We experimented with 5 algorithms:

  • Locally Linear Embeddings (LLE)

  • ISOMAP

  • T-distributed Stochastic Neighbor Embedding (TSNE)

  • Self Organizing Map

  • Auto-encoder