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LIDL: Local Intrinsic Dimension estimation using approximate Likelihood

PyTorch implementation of experiments from paper LIDL: Local Intrinsic Dimension estimation using approximate Likelihood

Installing the repository

git clone https://github.com/ptempczyk/glow-pytorch

cd glow-pytorch

pip install -r requirements.txt

Running experiments

Add your dataset to samplers.py or us an existing one run experiments using run_train.sh or train.py script (this may require huge amount of memory)