congriUQ
Theoretical physicist with a PhD in probabilistic machine learning. Now living in the Data Science world.
Pinned Repositories
generative_DR_ROM
multi-armed-bandits
This repository contains a notebook that visualizes different Multi-Armed Bandit algorithms in the context of online advertising. You can play a game and manually optimize a virtual campaign. Your results are compared to the different MAB algorithms.
physics_aware_surrogate
A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime
pytorch_SVI
Stochastic Variational Inference using pytorch
rom_inverse
discriminative rom for inverse problems
rom_inverse_python
Coarse-grained ROM for inverse problems
surrogate_lvm
congriUQ's Repositories
congriUQ/physics_aware_surrogate
A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime
congriUQ/multi-armed-bandits
This repository contains a notebook that visualizes different Multi-Armed Bandit algorithms in the context of online advertising. You can play a game and manually optimize a virtual campaign. Your results are compared to the different MAB algorithms.
congriUQ/generative_DR_ROM
congriUQ/pytorch_SVI
Stochastic Variational Inference using pytorch
congriUQ/rom_inverse
discriminative rom for inverse problems
congriUQ/rom_inverse_python
Coarse-grained ROM for inverse problems
congriUQ/surrogate_lvm