Studies with Autoencoder models

Clustering using Autoencoder and t-SNE

Studies that use autoencoders to reconstruct handwritten digits from MNIST and t-SNE to help visualize this dataset.

• Jupyter Notebook: click here.

• Summary of Jupyter Notebook:

  • Initial sets and check GPU
  • Dataset
  • Training Autoencoders
  • Leaning curves
  • Reconstructions with autoencoders
  • Dimensionality reduction
  • Next steps
  • References