GitHub - BondarenkoStas/thesis

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Name		Name	Last commit message	Last commit date
Latest commit History 41 Commits
.ipynb_checkpoints		.ipynb_checkpoints
.vscode		.vscode
MPST		MPST
__pycache__		__pycache__
catboost_info		catboost_info
classification		classification
dask-worker-space/dask-worker-space		dask-worker-space/dask-worker-space
datasets		datasets
images		images
lga		lga
nn_space		nn_space
outliers		outliers
processed		processed
rest		rest
sources		sources
.gitignore		.gitignore
GNN.ipynb		GNN.ipynb
MLP_experiments-revenue.ipynb		MLP_experiments-revenue.ipynb
MLP_experiments.ipynb		MLP_experiments.ipynb
Presentation.pptx		Presentation.pptx
README.md		README.md
Sample Extracts ReadMe.pdf		Sample Extracts ReadMe.pdf
Thesis.pdf		Thesis.pdf
aaa		aaa
additionalTrainData.csv		additionalTrainData.csv
algorithms_try.ipynb		algorithms_try.ipynb
binary_output.py		binary_output.py
box_plot.ipynb		box_plot.ipynb
boxoffice_alltime_domestic_gross.csv		boxoffice_alltime_domestic_gross.csv
classification_lgm.ipynb		classification_lgm.ipynb
classification_lgm_multi.ipynb		classification_lgm_multi.ipynb
classification_nn.ipynb		classification_nn.ipynb
classification_nn_multi.ipynb		classification_nn_multi.ipynb
clean_the_numbers.ipynb		clean_the_numbers.ipynb
convert_cat_features.ipynb		convert_cat_features.ipynb
corted_mape_nn.joblib		corted_mape_nn.joblib
create_average_columns.py		create_average_columns.py
cv10_lgb.joblib		cv10_lgb.joblib
cv10_nn.joblib		cv10_nn.joblib
data.csv		data.csv
dataset_all.pickle		dataset_all.pickle
decision tree.ipynb		decision tree.ipynb
feature selection rf.html		feature selection rf.html
feature selection rf.ipynb		feature selection rf.ipynb
feature selection.ipynb		feature selection.ipynb
feature_selection_new.ipynb		feature_selection_new.ipynb
feature_sets.joblib		feature_sets.joblib
from_kaggle_predict_movies_step_by_step.ipynb		from_kaggle_predict_movies_step_by_step.ipynb
from_kaggle_predict_movies_step_by_step_without_extremes.ipynb		from_kaggle_predict_movies_step_by_step_without_extremes.ipynb
helpers.py		helpers.py
keras.ipynb		keras.ipynb
keras2.ipynb		keras2.ipynb
keywords_info.json		keywords_info.json
keywords_info.txt		keywords_info.txt
lgb_booster_classification_multi		lgb_booster_classification_multi
movie_ids_01_28_2020.json		movie_ids_01_28_2020.json
multiclass_output.py		multiclass_output.py
multiclass_plot		multiclass_plot
names.ipynb		names.ipynb
new_datasets.ipynb		new_datasets.ipynb
nn_try.ipynb		nn_try.ipynb
number_parser.ipynb		number_parser.ipynb
outliers.ipynb		outliers.ipynb
output.py		output.py
parse tmdb by id.ipynb		parse tmdb by id.ipynb
plot_df.csv		plot_df.csv
preparing_15+.ipynb		preparing_15+.ipynb
pretty_plot_confusion_matrix.py		pretty_plot_confusion_matrix.py
proc_data_001.pickle		proc_data_001.pickle
proc_data_wo_cast_crew.pickle		proc_data_wo_cast_crew.pickle
proc_process_001.pickle		proc_process_001.pickle
process_df.py		process_df.py
process_summaries.ipynb		process_summaries.ipynb
rating.txt		rating.txt
regression_lgm.ipynb		regression_lgm.ipynb
regression_nn.ipynb		regression_nn.ipynb
release_data.json		release_data.json
requirements.txt		requirements.txt
rfecv_selector_joblib_2.sav		rfecv_selector_joblib_2.sav
rfecv_selector_joblib_etr.sav		rfecv_selector_joblib_etr.sav
rfecv_selector_pickle.sav		rfecv_selector_pickle.sav
rfecv_selector_pickle_2.sav		rfecv_selector_pickle_2.sav
rfecv_selector_pickle_etr.sav		rfecv_selector_pickle_etr.sav
run_models.py		run_models.py
sorted_mae_nn.joblib		sorted_mae_nn.joblib
sorted_mape_nn.joblib		sorted_mape_nn.joblib
t-4409da7b-4f83-4e30-95cc-d4f06720ff57.ipynb		t-4409da7b-4f83-4e30-95cc-d4f06720ff57.ipynb
t-55ccefb2-d493-48cd-ab50-f85378ccbebe.ipynb		t-55ccefb2-d493-48cd-ab50-f85378ccbebe.ipynb
tmdb_combine_dataset_and_clear.ipynb		tmdb_combine_dataset_and_clear.ipynb
topics_json.json		topics_json.json
trainV3.csv		trainV3.csv
tree.dot		tree.dot

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