Feature-weighted maximum representative sampling (FW-MRS)

Install Requirements

All requirements are listed in the requirements.txt file:

python3 -m pip install -r requirements.txt

Run the scripts:

./downstream_task_experiment.sh
./decomposition_experiments.sh
./temperature_comparison.sh

Jupyter notebooks to reproduce the diagrams are in the directory /notebooks.

Name		Name	Last commit message	Last commit date
Latest commit History 218 Commits
notebooks		notebooks
slurm		slurm
src		src
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
all_experiments.sh		all_experiments.sh
decomposition_experiments.sh		decomposition_experiments.sh
downstream_task_experiments.sh		downstream_task_experiments.sh
downstream_task_unbiased.sh		downstream_task_unbiased.sh
gbs_experiments.sh		gbs_experiments.sh
mrs_analysis.sh		mrs_analysis.sh
requirements.txt		requirements.txt
statistical_analysis.sh		statistical_analysis.sh
temperature_comparison.sh		temperature_comparison.sh