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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 116 15

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 44 11

3. generalized-UMNN generalized-UMNN Public

   Extension to multivariate unconstrained monotonic functions.

   Jupyter Notebook 11 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 6

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

   Python 25