OlegArenz

bovy_mcmc

MCMC routines

gmmvi

A library for learning Gaussian mixture models for variational inference

gmmvi_reproducibility

Scripts and config files that were used for running the experiments for our TMLR Submission "A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models"

O-NAIL

Implementation of Offline Non-Adversarial Imitation Learning (O-NAIL) and ValueDice (offline only)

PTMCMCSampler

Parallel tempering MCMC sampler package written in Python

sobec

Stein-Variational-Gradient-Descent

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

tensorflow_VI

Additional Experiments for VIPS

tf_robot_learning

A generic tensorflow library for robotics: a bridge between robotics problem and modern machine learning architecture. Provides forward kinematics, Jacobians, rollouts of controlled dynamic system and various machine learning tools.

VIPS

Variational Inference by Policy Search

OlegArenz/VIPS

Variational Inference by Policy Search

OlegArenz/O-NAIL

Implementation of Offline Non-Adversarial Imitation Learning (O-NAIL) and ValueDice (offline only)

OlegArenz/gmmvi

A library for learning Gaussian mixture models for variational inference

OlegArenz/gmmvi_reproducibility

Scripts and config files that were used for running the experiments for our TMLR Submission "A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models"

OlegArenz/bovy_mcmc

MCMC routines

OlegArenz/PTMCMCSampler

Parallel tempering MCMC sampler package written in Python

OlegArenz/sobec

OlegArenz/Stein-Variational-Gradient-Descent

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

OlegArenz/tensorflow_VI

Additional Experiments for VIPS

OlegArenz/tf_robot_learning

A generic tensorflow library for robotics: a bridge between robotics problem and modern machine learning architecture. Provides forward kinematics, Jacobians, rollouts of controlled dynamic system and various machine learning tools.

OlegArenz/vboost

code supplement for variational boosting (https://arxiv.org/abs/1611.06585)