├── .github └── CODEOWNERS ├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── download_data.py ├── modify_input_data.py ├── requirements.txt ├── requirements.yml ├── resources ├── 01_Extract_dataset.ipynb ├── 02_Tokenize_text.ipynb ├── 03_Classify_text.ipynb ├── 03_bis_Classify_text.ipynb ├── 04_Evaluate_model.ipynb ├── 05_Tune_hyperparameters_with_crossvalidation.ipynb ├── dummy │ ├── dummy_pipeline_feed.txt │ ├── dummy_pipeline_feed_2.txt │ ├── dummy_pipeline_feed_3.txt │ ├── step1_sanitize_data.ipynb │ ├── step2_split_data.ipynb │ ├── step3_convert_binaries.ipynb │ ├── step4_convert_octals.ipynb │ └── step5_sort_data.ipynb ├── dvc_playground │ ├── docker-compose.yml │ ├── remote_dvc │ │ ├── Dockerfile │ │ └── pub_key │ ├── remote_git │ │ ├── Dockerfile │ │ └── pub_key │ └── user │ │ ├── Dockerfile │ │ ├── dvc_init_repo.sh │ │ ├── private_key │ │ └── resources │ │ ├── inputs │ │ ├── parameters.json │ │ ├── part1.input │ │ └── part2.input │ │ └── steps │ │ ├── concat_files.py │ │ ├── decrypt.py │ │ └── happiness.py └── setup_project │ ├── data │ └── input │ │ ├── conf.json │ │ └── trip_advisor.json │ ├── docker │ ├── Dockerfile │ └── run.sh │ ├── project │ ├── .gitignore │ ├── Makefile │ ├── classifier │ │ ├── __init__.py │ │ ├── extract.py │ │ ├── helper.py │ │ ├── pre_process.py │ │ └── split.py │ ├── notebooks │ │ ├── evaluate_model.ipynb │ │ ├── extract_data.ipynb │ │ ├── preprocess_data.ipynb │ │ ├── split_dataset.ipynb │ │ └── train_data_model.ipynb │ ├── requirements.txt │ └── setup.py │ └── solution │ ├── configurables │ ├── evaluate_model.ipynb │ ├── extract_data.ipynb │ ├── preprocess_data.ipynb │ ├── split_dataset.ipynb │ └── train_data_model.ipynb │ └── mlvtools │ ├── evaluate_model.ipynb │ ├── extract_data.ipynb │ ├── preprocess_data.ipynb │ ├── split_dataset.ipynb │ └── train_data_model.ipynb ├── setup.cfg ├── setup.py ├── talks ├── pyConLT │ ├── img │ └── presentation.html ├── pyData │ ├── draft.md │ ├── dvc.html │ ├── head.min.js │ ├── img │ │ ├── GitHub-logo.png │ │ ├── confusion_matrix.png │ │ ├── crying_unicorn.png │ │ ├── dvc │ │ │ ├── dvc_cmd.png │ │ │ ├── dvc_home_page.png │ │ │ ├── dvc_home_page1.png │ │ │ ├── dvc_home_page2.png │ │ │ ├── dvc_home_page3.png │ │ │ ├── gen_dvc.png │ │ │ ├── pipeline │ │ │ │ ├── DVC1.png │ │ │ │ ├── DVC2.png │ │ │ │ ├── DVC3.png │ │ │ │ ├── DVC4.png │ │ │ │ ├── DVC5.png │ │ │ │ ├── DVC6.png │ │ │ │ ├── DVC7.png │ │ │ │ ├── DVC8.png │ │ │ │ ├── DVC9.png │ │ │ │ ├── DVC_change0.png │ │ │ │ ├── DVC_change1.png │ │ │ │ ├── DVC_change2.png │ │ │ │ ├── DVC_change2bis.png │ │ │ │ ├── DVC_change3.png │ │ │ │ ├── DVC_change4.png │ │ │ │ └── DVC_change5.png │ │ │ └── script_docstring_extract.png │ │ ├── global_schema1.png │ │ ├── global_schema2.png │ │ ├── icons │ │ │ ├── analytics.png │ │ │ ├── database.png │ │ │ ├── gear.png │ │ │ ├── parameters.png │ │ │ ├── parameters_blue.png │ │ │ ├── parameters_grey.png │ │ │ └── youtube.png │ │ ├── logo.png │ │ ├── mlv_convert │ │ │ ├── cmd.png │ │ │ ├── cmd_param.png │ │ │ ├── nb_docstring.png │ │ │ ├── script1.png │ │ │ ├── script2.png │ │ │ ├── script3.png │ │ │ └── script4.png │ │ ├── nb_convert │ │ │ ├── formated_script.png │ │ │ ├── formated_script_no_effect.png │ │ │ ├── formated_script_not_conf.png │ │ │ └── script.png │ │ ├── nb_convert_script.png │ │ ├── nb_docstring_extract.png │ │ ├── notebook.png │ │ ├── poc_base.jpg │ │ ├── poc_dev1.png │ │ ├── poc_dev2.png │ │ ├── poc_dev3.png │ │ ├── poc_dev4.png │ │ ├── poc_ml1.png │ │ ├── poc_ml2.png │ │ ├── poc_ml3.png │ │ ├── poc_ml4.png │ │ ├── poc_worst1.png │ │ ├── poc_worst2.png │ │ ├── poc_worst3.png │ │ ├── results.png │ │ └── roc_curve.png │ ├── notebooks.html │ ├── overview.md │ └── presentation.html ├── reveal.js │ ├── CONTRIBUTING.md │ ├── Gruntfile.js │ ├── LICENSE │ ├── README.md │ ├── bower.json │ ├── css │ │ ├── print │ │ │ ├── paper.css │ │ │ └── pdf.css │ │ ├── reveal.css │ │ ├── reveal.scss │ │ └── theme │ │ │ ├── README.md │ │ │ ├── mine.css │ │ │ ├── moon.css │ │ │ ├── serif.css │ │ │ ├── simple.css │ │ │ ├── source │ │ │ ├── moon.scss │ │ │ ├── serif.scss │ │ │ └── simple.scss │ │ │ ├── template │ │ │ ├── mixins.scss │ │ │ ├── settings.scss │ │ │ └── theme.scss │ │ │ └── white.css │ ├── index.html │ ├── js │ │ └── reveal.js │ ├── lib │ │ ├── css │ │ │ └── zenburn.css │ │ ├── font │ │ │ └── external_fonts │ │ │ │ ├── Capsuula.woff │ │ │ │ ├── Capsuula.woff2 │ │ │ │ ├── WhiteRabbit.woff │ │ │ │ ├── WhiteRabbit.woff2 │ │ │ │ └── stylesheet.css │ │ └── js │ │ │ ├── classList.js │ │ │ ├── head.min.js │ │ │ └── html5shiv.js │ ├── package.json │ └── plugin │ │ ├── external │ │ ├── LICENSE │ │ ├── README.md │ │ ├── bower.json │ │ └── external │ │ │ └── external.js │ │ ├── highlight │ │ └── highlight.js │ │ ├── markdown │ │ ├── example.html │ │ ├── example.md │ │ ├── markdown.js │ │ └── marked.js │ │ ├── math │ │ └── math.js │ │ ├── multiplex │ │ ├── client.js │ │ ├── index.js │ │ ├── master.js │ │ └── package.json │ │ ├── notes-server │ │ ├── client.js │ │ ├── index.js │ │ └── notes.html │ │ ├── notes │ │ ├── notes.html │ │ └── notes.js │ │ ├── print-pdf │ │ └── print-pdf.js │ │ ├── search │ │ └── search.js │ │ └── zoom-js │ │ └── zoom.js └── workshop │ ├── dvc.html │ ├── head.min.js │ ├── img │ ├── GitHub-logo.png │ ├── dvc │ │ ├── dvc_home_page1.png │ │ ├── dvc_home_page2.png │ │ ├── dvc_home_page3.png │ │ └── pipeline │ │ │ ├── DVC1.png │ │ │ ├── DVC2.png │ │ │ ├── DVC3.png │ │ │ ├── DVC4.png │ │ │ ├── DVC5.png │ │ │ ├── DVC9.png │ │ │ ├── DVC_change0.png │ │ │ ├── DVC_change1.png │ │ │ ├── DVC_change2.png │ │ │ ├── DVC_change2bis.png │ │ │ ├── DVC_change3.png │ │ │ ├── DVC_change4.png │ │ │ └── DVC_change5.png │ ├── icons │ │ └── youtube.png │ └── logo.png │ └── presentation.html └── tutorial ├── dvc_overview.md ├── dvc_playground.md ├── img └── setup_project_pipeline.png ├── pipeline_features.md ├── setup.md ├── setup_project.md ├── use_case1.md ├── use_case2.md ├── use_case3.md └── use_case4.md /.github/CODEOWNERS: 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