Name		Name	Last commit message	Last commit date
Latest commit History 168 Commits
.idea		.idea
pygco		pygco
.gitattributes		.gitattributes
.gitignore		.gitignore
Makefile		Makefile
README.md		README.md
annotation.docx		annotation.docx
apr15.snps.matrix		apr15.snps.matrix
bsuir_conf_article.doc		bsuir_conf_article.doc
clean_experiments_data.sh		clean_experiments_data.sh
common.py		common.py
complex_features_inserting.py		complex_features_inserting.py
data_keeper.py		data_keeper.py
drugs_effect.csv		drugs_effect.csv
features.txt		features.txt
features_truncated.txt		features_truncated.txt
frn.py		frn.py
generate_subsets.cpp		generate_subsets.cpp
generate_subsets_for_common_x.py		generate_subsets_for_common_x.py
getting_experiments_results.py		getting_experiments_results.py
hyperparameter_search.py		hyperparameter_search.py
install_dependencies.sh		install_dependencies.sh
presentation.pptx		presentation.pptx
presentation_conf_bsuir.pptx		presentation_conf_bsuir.pptx
pygco_test.py		pygco_test.py
report.pdf		report.pdf
report.rtf		report.rtf
results_vusualization.ipynb		results_vusualization.ipynb
run_all_experiments.py		run_all_experiments.py
run_boruta_model_experiment.py		run_boruta_model_experiment.py
run_experiment.py		run_experiment.py
run_extender_frn_model_experiment.py		run_extender_frn_model_experiment.py
run_extender_robust_model_experiment.py		run_extender_robust_model_experiment.py
run_extender_selector_model_experiment.py		run_extender_selector_model_experiment.py
run_frn_model_experiment.py		run_frn_model_experiment.py
run_model_experiment.py		run_model_experiment.py
run_selector_model_experiment.py		run_selector_model_experiment.py
saving_results.py		saving_results.py
testing.py		testing.py
testing_framework.ipynb		testing_framework.ipynb
wrappers.py		wrappers.py

Repository files navigation

diploma

dependencies:

boost
boost-python
boost-numpy
google sparse-hash
python
scikit-learn
numpy
matplotlib
pandas
jupyter
Cython
wget
pygco
xgboost
boruta
networkx
hyperopt
numba

how to run:

sudo sh install_dependencies.sh
make
LD_LIBRARY_PATH="/usr/local/lib" jupyter notebook
open testing_framework.ipynb

satanevsky/diploma

Folders and files

Latest commit

History

Repository files navigation

diploma

About

Resources

Stars

Watchers

Forks

Languages