Git Hub Directory Normalizing Flow Experiments

This repository is the summary of the experiments done for CS6190 course.

Below are some of the sample outputs and links to ablation experiments performed for analysis

Ablation Experiments

• Changing Concatenation of Flows
• Changing Complexity of flow models
• Changing Number of input Samples Provided
• Changing Noise in input samples
• Changing Activation

Sample Outputs

Two Moon Distribution samples from flow till epoch=10000

Circles Distribution samples from flow till epoch=10000

Spiral Distribution samples from flow till epoch=10000

Spiral 4 Distribution samples from flow till epoch=10000