Pinned

1. ima-vae ima-vae Public

   This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under ce…

   Jupyter Notebook 22

2. nl-causal-representations nl-causal-representations Public

   This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causa…

   Python 13 1

3. pytorch-a2c pytorch-a2c Public

   A well-documented A2C written in PyTorch

   Python 45 8

4. AttA2C AttA2C Public

   Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

   Jupyter Notebook 24 7

5. pytorch-lightning-wavenet pytorch-lightning-wavenet Public

   An implementation of WaveNet using PyTorch & PyTorch Lightning

   Python 13 3

6. gp-ima gp-ima Public

   Independent mechanisms in Gaussian Process Latent Variable Models (GPLVMs)

   Python