Normalizing Flow

Unofficial implementation of normalizing flow.

Here is an explanatory article written in Japanese.

Target Distribution

Samples from Normalizing Flow

How To Use (with Docker)

git clone git@github.com:opeco17/normalizing-flow.git
cd normalizing-flow

# Build and run Docker container
docker-compose up -d

# Training Normalizing Flow
# Executed result will be output to normalizing-flow/src/figure/ at local machine
docker exec -it normalizing-flow_nf_1 python3 train.py

How To Use (without Docker)

git clone git@github.com:opeco17/normalizing-flow.git
cd normalizing-flow

# Install requirements
pip3 install -r requirements.txt

# Training Normalizing Flow
# Executed result will be output to normalizing-flow/src/figure/ at local machine
cd src
python3 train.py