This repository contains the implementation for the paper:
Particle Semi-Implicit Variational Inference
Jen Ning Lim and Adam M. Johansen
NeurIPS 2024
This repository contains scripts that can be used to reproduce the experiments conducted in our research project. Follow the instructions below to reproduce the experiments on your local machine.
We provide information about the environment in Pipfile and Pipfile.lock. One can recreate this with by running pipenv sync.
To reproduce the experiments, follow these steps:
* (Section 5.1) Execute the command `./scripts/sec_5.1/run.sh`.
* (Section 5.2) Execute the command `./scripts/sec_5.2/run.sh`.
* (Section 5.3) Execute the command `./scripts/sec_5.3/run.sh`.
* (Section 5.4) Execute the command `./scripts/sec_5.4/run.sh` requires `wandb` to visualize.