ICP9 - Hiresh12/UMKC GitHub Wiki
Variational Autoencoder
Reconstruction:
Hyperparameters:
- learning_rate=0.005
- training_epochs=15
- Batch Size =100
Network Structure:
Number of Neurons:
- Encoder:
- Hidden layer 1: 600
- Hidden layer 2: 500
- Decoder:
- Hidden layer 1: 600
- Hidden layer 2: 500
Latent Space: 15d
Execution:
Output:
2d latent space:
Hyperparameters:
- learning_rate=0.005
- training_epochs=15
- Batch Size =5000
Network Structure:
Number of Neurons:
- Encoder:
- Hidden layer 1: 600
- Hidden layer 2: 500
- Decoder:
- Hidden layer 1: 600
- Hidden layer 2: 500
Latent Space: 2d
Execution:
Output:
Plot: