├── .github └── workflows │ └── ci.yml ├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── SECURITY.md ├── assets └── workflow_AutoEDA.png ├── autoeda ├── .coverage ├── .gitignore ├── __init__.py ├── __pycache__ │ ├── notebook_data_optimization.cpython-313.pyc │ ├── outliers.cpython-313.pyc │ ├── pca_transformer.cpython-313.pyc │ └── pipeline.cpython-313.pyc ├── data_optimizer.py ├── encoding_categorical.py ├── feat_scaling.py ├── feature_selector.py ├── notebook_data_optimization.py ├── null_handler.py ├── outliers.py ├── pca_transformer.py ├── pipeline.py ├── summary_stats.py ├── test_notebook_data_optimization.py └── test_null_handler.py ├── backend ├── .env.sample ├── .gitignore ├── DOCKERFILE ├── README.md ├── app.py ├── config │ └── database.js ├── docker-compose.yml ├── output │ ├── autoEDA_outlier_report.json │ ├── autoEDA_outlier_summary.csv │ ├── autoEDA_outliers_capped.csv │ ├── autoEDA_outliers_flagged.csv │ ├── autoEDA_outliers_removed.csv │ ├── autoEDA_scaled_output.csv │ ├── cleaned_sample_input.csv │ ├── cleaned_titanic.csv │ ├── data_optimization_run.txt │ ├── data_optimized.csv │ ├── encoding_log.txt │ ├── feature_selection_log.txt │ ├── null_handling_log.txt │ ├── null_value_removed.csv │ ├── optimized_log.txt │ ├── optimized_sample_output.csv │ ├── outlier_pipeline_results │ │ ├── autoEDA_outlier_report.json │ │ ├── autoEDA_outlier_summary.csv │ │ ├── autoEDA_outliers_capped.csv │ │ ├── autoEDA_outliers_flagged.csv │ │ └── autoEDA_outliers_removed.csv │ ├── pca_pipeline_results │ │ ├── pca_summary.json │ │ └── pca_transformed.csv │ ├── pca_transformed.csv │ ├── pca_transformed_log.csv │ ├── sample_input_for_optimization.csv │ ├── sample_output_classification.csv │ ├── sample_output_regression.csv │ ├── scaling_report.json │ └── standalone_outlier_tests │ │ ├── autoEDA_outlier_report.json │ │ ├── autoEDA_outlier_summary.csv │ │ ├── autoEDA_outliers_capped.csv │ │ ├── autoEDA_outliers_flagged.csv │ │ └── autoEDA_outliers_removed.csv ├── requirements.txt ├── router │ └── file_router.py ├── services │ ├── __pycache__ │ │ └── run_data_optimization_test.cpython-313-pytest-8.4.1.pyc │ ├── run_data_optimization_test.py │ └── runner.py ├── uploaded_files │ └── csv_upload.csv └── utils │ └── optional.txt ├── docker-compose.yml ├── frontend ├── .gitignore ├── Aut.svg ├── DOCKERFILE ├── README.md ├── components.json ├── eslint.config.js ├── index.html ├── jsconfig.json ├── package-lock.json ├── package.json ├── postcss.config.js ├── public │ └── eda.png ├── src │ ├── App.css │ ├── App.jsx │ ├── assets │ │ └── react.svg │ ├── components │ │ ├── About.jsx │ │ ├── Aut.svg │ │ ├── Autd.svg │ │ ├── Auth.jsx │ │ ├── Contact.jsx │ │ ├── Dashboard.jsx │ │ ├── FileUpload.jsx │ │ ├── Footer.jsx │ │ ├── Home.jsx │ │ ├── HowItWorks.jsx │ │ ├── Navbar.jsx │ │ ├── itop.svg │ │ ├── scrollCard.jsx │ │ ├── styles.css │ │ ├── theme-provider.jsx │ │ ├── ui │ │ │ ├── Aut.svg │ │ │ ├── button.jsx │ │ │ ├── card.jsx │ │ │ └── input.jsx │ │ └── userProfile.jsx │ ├── index.css │ ├── lib │ │ └── utils.js │ └── main.jsx ├── tailwind.config.js └── vite.config.js ├── itop.svg ├── notebooks ├── Encoding_data.ipynb ├── Target_Variable_Detection.ipynb ├── apply_pca.ipynb ├── autoEDA_scaled.ipynb ├── csv_stats_summary.ipynb ├── data_type_optimization.ipynb ├── null_value_elimination.ipynb ├── output-files │ ├── autoEDA_scaled_output.csv │ ├── reduced_data.csv │ └── statistics_summary │ │ └── titanic_stats_summary.json └── sample_csv │ ├── sample_input.csv │ └── titanic.csv ├── optimized_log.txt ├── package.json ├── run_cleaning.py └── unit_tests ├── .gitignore ├── __init__.py ├── outlier_test.py ├── test_data_optimizer.py ├── test_encoding_categorical.py ├── test_feat_scaling.py ├── test_feature_selector.py └── test_pca_transformer.py /.github/workflows/ci.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/.github/workflows/ci.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/.gitignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/README.md -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/SECURITY.md -------------------------------------------------------------------------------- /assets/workflow_AutoEDA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/assets/workflow_AutoEDA.png -------------------------------------------------------------------------------- /autoeda/.coverage: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/.coverage -------------------------------------------------------------------------------- /autoeda/.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ -------------------------------------------------------------------------------- /autoeda/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /autoeda/__pycache__/notebook_data_optimization.cpython-313.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/__pycache__/notebook_data_optimization.cpython-313.pyc -------------------------------------------------------------------------------- /autoeda/__pycache__/outliers.cpython-313.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/__pycache__/outliers.cpython-313.pyc -------------------------------------------------------------------------------- /autoeda/__pycache__/pca_transformer.cpython-313.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/__pycache__/pca_transformer.cpython-313.pyc -------------------------------------------------------------------------------- /autoeda/__pycache__/pipeline.cpython-313.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/__pycache__/pipeline.cpython-313.pyc -------------------------------------------------------------------------------- /autoeda/data_optimizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/data_optimizer.py -------------------------------------------------------------------------------- /autoeda/encoding_categorical.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/encoding_categorical.py -------------------------------------------------------------------------------- /autoeda/feat_scaling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/feat_scaling.py -------------------------------------------------------------------------------- /autoeda/feature_selector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/feature_selector.py -------------------------------------------------------------------------------- /autoeda/notebook_data_optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/notebook_data_optimization.py -------------------------------------------------------------------------------- /autoeda/null_handler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/null_handler.py -------------------------------------------------------------------------------- /autoeda/outliers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/outliers.py -------------------------------------------------------------------------------- /autoeda/pca_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/pca_transformer.py -------------------------------------------------------------------------------- /autoeda/pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/pipeline.py -------------------------------------------------------------------------------- /autoeda/summary_stats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/summary_stats.py -------------------------------------------------------------------------------- /autoeda/test_notebook_data_optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/test_notebook_data_optimization.py -------------------------------------------------------------------------------- /autoeda/test_null_handler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/autoeda/test_null_handler.py -------------------------------------------------------------------------------- /backend/.env.sample: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/.env.sample -------------------------------------------------------------------------------- /backend/.gitignore: -------------------------------------------------------------------------------- 1 | 2 | .env 3 | 4 | venv/ -------------------------------------------------------------------------------- /backend/DOCKERFILE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/DOCKERFILE -------------------------------------------------------------------------------- /backend/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/README.md -------------------------------------------------------------------------------- /backend/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/app.py -------------------------------------------------------------------------------- /backend/config/database.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/config/database.js -------------------------------------------------------------------------------- /backend/docker-compose.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/docker-compose.yml -------------------------------------------------------------------------------- /backend/output/autoEDA_outlier_report.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/autoEDA_outlier_report.json -------------------------------------------------------------------------------- /backend/output/autoEDA_outlier_summary.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/autoEDA_outlier_summary.csv -------------------------------------------------------------------------------- /backend/output/autoEDA_outliers_capped.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/autoEDA_outliers_capped.csv -------------------------------------------------------------------------------- /backend/output/autoEDA_outliers_flagged.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/autoEDA_outliers_flagged.csv -------------------------------------------------------------------------------- /backend/output/autoEDA_outliers_removed.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/autoEDA_outliers_removed.csv -------------------------------------------------------------------------------- /backend/output/autoEDA_scaled_output.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/autoEDA_scaled_output.csv -------------------------------------------------------------------------------- /backend/output/cleaned_sample_input.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/cleaned_sample_input.csv -------------------------------------------------------------------------------- /backend/output/cleaned_titanic.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/cleaned_titanic.csv -------------------------------------------------------------------------------- /backend/output/data_optimization_run.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/data_optimization_run.txt -------------------------------------------------------------------------------- /backend/output/data_optimized.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/data_optimized.csv -------------------------------------------------------------------------------- /backend/output/encoding_log.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /backend/output/feature_selection_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/feature_selection_log.txt -------------------------------------------------------------------------------- /backend/output/null_handling_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/null_handling_log.txt -------------------------------------------------------------------------------- /backend/output/null_value_removed.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/null_value_removed.csv -------------------------------------------------------------------------------- /backend/output/optimized_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/optimized_log.txt -------------------------------------------------------------------------------- /backend/output/optimized_sample_output.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/optimized_sample_output.csv -------------------------------------------------------------------------------- /backend/output/outlier_pipeline_results/autoEDA_outlier_report.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/outlier_pipeline_results/autoEDA_outlier_report.json -------------------------------------------------------------------------------- /backend/output/outlier_pipeline_results/autoEDA_outlier_summary.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/outlier_pipeline_results/autoEDA_outlier_summary.csv -------------------------------------------------------------------------------- /backend/output/outlier_pipeline_results/autoEDA_outliers_capped.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/outlier_pipeline_results/autoEDA_outliers_capped.csv -------------------------------------------------------------------------------- /backend/output/outlier_pipeline_results/autoEDA_outliers_flagged.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/outlier_pipeline_results/autoEDA_outliers_flagged.csv -------------------------------------------------------------------------------- /backend/output/outlier_pipeline_results/autoEDA_outliers_removed.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/outlier_pipeline_results/autoEDA_outliers_removed.csv -------------------------------------------------------------------------------- /backend/output/pca_pipeline_results/pca_summary.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/pca_pipeline_results/pca_summary.json -------------------------------------------------------------------------------- /backend/output/pca_pipeline_results/pca_transformed.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/pca_pipeline_results/pca_transformed.csv -------------------------------------------------------------------------------- /backend/output/pca_transformed.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/pca_transformed.csv -------------------------------------------------------------------------------- /backend/output/pca_transformed_log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/pca_transformed_log.csv -------------------------------------------------------------------------------- /backend/output/sample_input_for_optimization.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/sample_input_for_optimization.csv -------------------------------------------------------------------------------- /backend/output/sample_output_classification.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/sample_output_classification.csv -------------------------------------------------------------------------------- /backend/output/sample_output_regression.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/sample_output_regression.csv -------------------------------------------------------------------------------- /backend/output/scaling_report.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/scaling_report.json -------------------------------------------------------------------------------- /backend/output/standalone_outlier_tests/autoEDA_outlier_report.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/standalone_outlier_tests/autoEDA_outlier_report.json -------------------------------------------------------------------------------- /backend/output/standalone_outlier_tests/autoEDA_outlier_summary.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/standalone_outlier_tests/autoEDA_outlier_summary.csv -------------------------------------------------------------------------------- /backend/output/standalone_outlier_tests/autoEDA_outliers_capped.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/standalone_outlier_tests/autoEDA_outliers_capped.csv -------------------------------------------------------------------------------- /backend/output/standalone_outlier_tests/autoEDA_outliers_flagged.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/standalone_outlier_tests/autoEDA_outliers_flagged.csv -------------------------------------------------------------------------------- /backend/output/standalone_outlier_tests/autoEDA_outliers_removed.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/output/standalone_outlier_tests/autoEDA_outliers_removed.csv -------------------------------------------------------------------------------- /backend/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/requirements.txt -------------------------------------------------------------------------------- /backend/router/file_router.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/router/file_router.py -------------------------------------------------------------------------------- /backend/services/__pycache__/run_data_optimization_test.cpython-313-pytest-8.4.1.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/services/__pycache__/run_data_optimization_test.cpython-313-pytest-8.4.1.pyc -------------------------------------------------------------------------------- /backend/services/run_data_optimization_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/services/run_data_optimization_test.py -------------------------------------------------------------------------------- /backend/services/runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/backend/services/runner.py -------------------------------------------------------------------------------- /backend/uploaded_files/csv_upload.csv: -------------------------------------------------------------------------------- 1 | amakendu,djbds 2 | sdjfb,skdjbf -------------------------------------------------------------------------------- /backend/utils/optional.txt: -------------------------------------------------------------------------------- 1 | # Optional: reusable utilities -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/docker-compose.yml -------------------------------------------------------------------------------- /frontend/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/.gitignore -------------------------------------------------------------------------------- /frontend/Aut.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/Aut.svg -------------------------------------------------------------------------------- /frontend/DOCKERFILE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/DOCKERFILE -------------------------------------------------------------------------------- /frontend/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/README.md -------------------------------------------------------------------------------- /frontend/components.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/components.json -------------------------------------------------------------------------------- /frontend/eslint.config.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/eslint.config.js -------------------------------------------------------------------------------- /frontend/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/index.html -------------------------------------------------------------------------------- /frontend/jsconfig.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/jsconfig.json -------------------------------------------------------------------------------- /frontend/package-lock.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/package-lock.json -------------------------------------------------------------------------------- /frontend/package.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/package.json -------------------------------------------------------------------------------- /frontend/postcss.config.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/postcss.config.js -------------------------------------------------------------------------------- /frontend/public/eda.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/public/eda.png -------------------------------------------------------------------------------- /frontend/src/App.css: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /frontend/src/App.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/App.jsx -------------------------------------------------------------------------------- /frontend/src/assets/react.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/assets/react.svg -------------------------------------------------------------------------------- /frontend/src/components/About.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/About.jsx -------------------------------------------------------------------------------- /frontend/src/components/Aut.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/Aut.svg -------------------------------------------------------------------------------- /frontend/src/components/Autd.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/Autd.svg -------------------------------------------------------------------------------- /frontend/src/components/Auth.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/Auth.jsx -------------------------------------------------------------------------------- /frontend/src/components/Contact.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/Contact.jsx -------------------------------------------------------------------------------- /frontend/src/components/Dashboard.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/Dashboard.jsx -------------------------------------------------------------------------------- /frontend/src/components/FileUpload.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/FileUpload.jsx -------------------------------------------------------------------------------- /frontend/src/components/Footer.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/Footer.jsx -------------------------------------------------------------------------------- /frontend/src/components/Home.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/Home.jsx -------------------------------------------------------------------------------- /frontend/src/components/HowItWorks.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/HowItWorks.jsx -------------------------------------------------------------------------------- /frontend/src/components/Navbar.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/Navbar.jsx -------------------------------------------------------------------------------- /frontend/src/components/itop.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/itop.svg -------------------------------------------------------------------------------- /frontend/src/components/scrollCard.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/scrollCard.jsx -------------------------------------------------------------------------------- /frontend/src/components/styles.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/styles.css -------------------------------------------------------------------------------- /frontend/src/components/theme-provider.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/theme-provider.jsx -------------------------------------------------------------------------------- /frontend/src/components/ui/Aut.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/ui/Aut.svg -------------------------------------------------------------------------------- /frontend/src/components/ui/button.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/ui/button.jsx -------------------------------------------------------------------------------- /frontend/src/components/ui/card.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/ui/card.jsx -------------------------------------------------------------------------------- /frontend/src/components/ui/input.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/ui/input.jsx -------------------------------------------------------------------------------- /frontend/src/components/userProfile.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/components/userProfile.jsx -------------------------------------------------------------------------------- /frontend/src/index.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/index.css -------------------------------------------------------------------------------- /frontend/src/lib/utils.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/lib/utils.js -------------------------------------------------------------------------------- /frontend/src/main.jsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/src/main.jsx -------------------------------------------------------------------------------- /frontend/tailwind.config.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/tailwind.config.js -------------------------------------------------------------------------------- /frontend/vite.config.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/frontend/vite.config.js -------------------------------------------------------------------------------- /itop.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/itop.svg -------------------------------------------------------------------------------- /notebooks/Encoding_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/Encoding_data.ipynb -------------------------------------------------------------------------------- /notebooks/Target_Variable_Detection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/Target_Variable_Detection.ipynb -------------------------------------------------------------------------------- /notebooks/apply_pca.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/apply_pca.ipynb -------------------------------------------------------------------------------- /notebooks/autoEDA_scaled.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/autoEDA_scaled.ipynb -------------------------------------------------------------------------------- /notebooks/csv_stats_summary.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/csv_stats_summary.ipynb -------------------------------------------------------------------------------- /notebooks/data_type_optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/data_type_optimization.ipynb -------------------------------------------------------------------------------- /notebooks/null_value_elimination.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/null_value_elimination.ipynb -------------------------------------------------------------------------------- /notebooks/output-files/autoEDA_scaled_output.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/output-files/autoEDA_scaled_output.csv -------------------------------------------------------------------------------- /notebooks/output-files/reduced_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/output-files/reduced_data.csv -------------------------------------------------------------------------------- /notebooks/output-files/statistics_summary/titanic_stats_summary.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/output-files/statistics_summary/titanic_stats_summary.json -------------------------------------------------------------------------------- /notebooks/sample_csv/sample_input.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/sample_csv/sample_input.csv -------------------------------------------------------------------------------- /notebooks/sample_csv/titanic.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/notebooks/sample_csv/titanic.csv -------------------------------------------------------------------------------- /optimized_log.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/package.json -------------------------------------------------------------------------------- /run_cleaning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/run_cleaning.py -------------------------------------------------------------------------------- /unit_tests/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/unit_tests/.gitignore -------------------------------------------------------------------------------- /unit_tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /unit_tests/outlier_test.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /unit_tests/test_data_optimizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/unit_tests/test_data_optimizer.py -------------------------------------------------------------------------------- /unit_tests/test_encoding_categorical.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/unit_tests/test_encoding_categorical.py -------------------------------------------------------------------------------- /unit_tests/test_feat_scaling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/unit_tests/test_feat_scaling.py -------------------------------------------------------------------------------- /unit_tests/test_feature_selector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/unit_tests/test_feature_selector.py -------------------------------------------------------------------------------- /unit_tests/test_pca_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Nidhi-Satyapriya/AutoEDA-Automated-Data-Preprocessing-Toolkit/HEAD/unit_tests/test_pca_transformer.py --------------------------------------------------------------------------------