.gitignore
.readthedocs.yaml
LICENSE
README.rst
pyproject.toml
docs/Makefile
docs/make.bat
docs/make_docs.sh
docs/requirements.txt
docs/source/about.rst
docs/source/api.rst
docs/source/conf.py
docs/source/get_started.rst
docs/source/index.rst
docs/source/references.rst
docs/source/refs.bib
docs/source/_extensions/autolink.py
docs/source/_templates/custom-class-template.rst
docs/source/_templates/custom-module-template.rst
docs/source/distributions/classes.rst
docs/source/experiments/classes.rst
docs/source/experiments/evaluation/classes.rst
docs/source/experiments/target_distributions/classes.rst
docs/source/optimization/classes.rst
docs/source/optimization/Least_Squares/classes.rst
docs/source/optimization/Modules/classes.rst
docs/source/optimization/Modules/component_adaptation/classes.rst
docs/source/optimization/Modules/component_stepsize_adaptation/classes.rst
docs/source/optimization/Modules/ng_based_component_updater/classes.rst
docs/source/optimization/Modules/ng_estimator/classes.rst
docs/source/optimization/Modules/sample_selector/classes.rst
docs/source/optimization/Modules/weight_stepsize_adaptation/classes.rst
docs/source/optimization/Modules/weight_updater/classes.rst
examples/1_directly_using_gmmvi.py
examples/2_using_the_gmmvi_runner.py
examples/3_gmmvi_runner_with_default_configs.py
examples/4_gmmvi_runner_with_custom_environments.py
examples/5_samtron_20D_student-T.py
examples/6_samtron_planar4.py
examples/example_config.yml
src/__init__.py
src/gmmvi/__init__.py
src/gmmvi/gmmvi_runner.py
src/gmmvi.egg-info/PKG-INFO
src/gmmvi.egg-info/SOURCES.txt
src/gmmvi.egg-info/dependency_links.txt
src/gmmvi.egg-info/requires.txt
src/gmmvi.egg-info/top_level.txt
src/gmmvi/configs/__init__.py
src/gmmvi/configs/experiment_configs/breast_cancer.yml
src/gmmvi/configs/experiment_configs/breast_cancer_mb.yml
src/gmmvi/configs/experiment_configs/german_credit.yml
src/gmmvi/configs/experiment_configs/german_credit_mb.yml
src/gmmvi/configs/experiment_configs/gmm100.yml
src/gmmvi/configs/experiment_configs/gmm20.yml
src/gmmvi/configs/experiment_configs/planar_robot_4.yml
src/gmmvi/configs/experiment_configs/stm20.yml
src/gmmvi/configs/experiment_configs/stm300.yml
src/gmmvi/configs/experiment_configs/talos.yml
src/gmmvi/configs/experiment_configs/wine.yml
src/gmmvi/configs/module_configs/component_adaptation/adaptive.yml
src/gmmvi/configs/module_configs/component_adaptation/fixed.yml
src/gmmvi/configs/module_configs/component_stepsize_adaptation/decaying.yml
src/gmmvi/configs/module_configs/component_stepsize_adaptation/fixed.yml
src/gmmvi/configs/module_configs/component_stepsize_adaptation/improvement-based.yml
src/gmmvi/configs/module_configs/ng_based_component_updater/direct.yml
src/gmmvi/configs/module_configs/ng_based_component_updater/iBLR.yml
src/gmmvi/configs/module_configs/ng_based_component_updater/trust-region.yml
src/gmmvi/configs/module_configs/ng_estimator/MORE.yml
src/gmmvi/configs/module_configs/ng_estimator/Stein.yml
src/gmmvi/configs/module_configs/sample_selector/component-based.yml
src/gmmvi/configs/module_configs/sample_selector/mixture-based.yml
src/gmmvi/configs/module_configs/weight_stepsize_adaptation/decaying.yml
src/gmmvi/configs/module_configs/weight_stepsize_adaptation/fixed.yml
src/gmmvi/configs/module_configs/weight_stepsize_adaptation/improvement-based.yml
src/gmmvi/configs/module_configs/weight_updater/direct.yml
src/gmmvi/configs/module_configs/weight_updater/trust-region.yml
src/gmmvi/experiments/__init__.py
src/gmmvi/experiments/setup_experiment.py
src/gmmvi/experiments/evaluation/__init__.py
src/gmmvi/experiments/evaluation/mmd.py
src/gmmvi/experiments/evaluation/visualize_planar_robot.py
src/gmmvi/experiments/target_distributions/__init__.py
src/gmmvi/experiments/target_distributions/bnn.py
src/gmmvi/experiments/target_distributions/diag_gmm.py
src/gmmvi/experiments/target_distributions/gmm.py
src/gmmvi/experiments/target_distributions/lnpdf.py
src/gmmvi/experiments/target_distributions/logistic_regression.py
src/gmmvi/experiments/target_distributions/planar_robot.py
src/gmmvi/experiments/target_distributions/student_t_mixture.py
src/gmmvi/experiments/target_distributions/talos_ik.py
src/gmmvi/experiments/target_distributions/datasets/breast_cancer.data
src/gmmvi/experiments/target_distributions/datasets/german.data-numeric
src/gmmvi/experiments/target_distributions/datasets/talos_reduced.urdf
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_0.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_1.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_2.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_3.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_4.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_5.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_6.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_7.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_8.npz
src/gmmvi/experiments/target_distributions/datasets/wine/wine_seed_9.npz
src/gmmvi/models/__init__.py
src/gmmvi/models/diagonal_gmm.py
src/gmmvi/models/full_cov_gmm.py
src/gmmvi/models/gmm.py
src/gmmvi/models/gmm_wrapper.py
src/gmmvi/optimization/__init__.py
src/gmmvi/optimization/gmmvi.py
src/gmmvi/optimization/least_squares.py
src/gmmvi/optimization/sample_db.py
src/gmmvi/optimization/gmmvi_modules/__init__.py
src/gmmvi/optimization/gmmvi_modules/component_adaptation.py
src/gmmvi/optimization/gmmvi_modules/component_stepsize_adaptation.py
src/gmmvi/optimization/gmmvi_modules/ng_based_component_updater.py
src/gmmvi/optimization/gmmvi_modules/ng_estimator.py
src/gmmvi/optimization/gmmvi_modules/sample_selector.py
src/gmmvi/optimization/gmmvi_modules/weight_stepsize_adaptation.py
src/gmmvi/optimization/gmmvi_modules/weight_updater.py