Pinned

1. UMNN UMNN Public

   Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.

   Python 109 14

2. Graphical-Normalizing-Flows Graphical-Normalizing-Flows Public

   Combining smooth constraint for building DAG with normalizing flow in order to replace autoregressive transformations while keeping tractable Jacobian.

   Python 42 10

3. generalized-UMNN generalized-UMNN Public

   Extension to multivariate unconstrained monotonic functions.

   Jupyter Notebook 10 3

4. Normalizing-Flows Normalizing-Flows Public

   This repository offers an implementation of some common architectures for normalizing flows.

   Jupyter Notebook 13 2

5. phd-thesis phd-thesis Public

   My baby.

   TeX 5

6. apple/ml-robust-expert-augmentations apple/ml-robust-expert-augmentations Public

   Python 23