Machine-Learning-Projects
Machine Learning - End to End Data Science Projects
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최종 버전 다운로드 (.zip)- database.sqlite
- Iris.csv
- decision_tree.png
- feature_correlation.png
- feature_pairplot.png
- iris_descriptive_stats.png
- iris_species.jpeg
- iris_species.png
- load_iris.png
- model_performance.png
- petal_length_width.png
- petal_sepal_length.png
- petal_width_sepal_length.png
- predictions.png
- tree_code.png
- Iris-checkpoint.ipynb
- Iris.ipynb
- iris_species_classifier.py
- README.md
- test_Y3wMUE5_7gLdaTN.csv
- train_u6lujuX_CVtuZ9i.csv
- ApplicantIncomeDistribution.png
- CoapplicantIncomeDistribution.png
- correlation_of_features.png
- correlation_of_features_with_loan_status.png
- credit_counts_0.png
- credit_counts_1.png
- credit_counts_2.png
- credit_counts_3.png
- credit_counts_4.png
- credit_counts_5.png
- credit_counts_6.png
- credit_counts_7.png
- credit_counts_8.png
- decision_tree_classifier_model_performance.png
- decision_tree_model_performance.png
- dependents_counts_0.png
- dependents_counts_1.png
- dependents_counts_2.png
- dependents_counts_3.png
- dependents_counts_4.png
- dependents_counts_5.png
- dependents_counts_6.png
- dependents_counts_7.png
- dependents_counts_8.png
- education_counts_0.png
- education_counts_1.png
- education_counts_2.png
- education_counts_3.png
- education_counts_4.png
- education_counts_5.png
- education_counts_6.png
- education_counts_7.png
- education_counts_8.png
- employed_counts.png
- employed_counts_0.png
- employed_counts_1.png
- employed_counts_2.png
- employed_counts_3.png
- employed_counts_4.png
- employed_counts_5.png
- employed_counts_6.png
- employed_counts_7.png
- employed_counts_8.png
- feature_importances.png
- gender_counts.png
- gender_counts_0.png
- gender_counts_1.png
- gender_counts_2.png
- gender_counts_3.png
- gender_counts_4.png
- gender_counts_5.png
- gender_counts_6.png
- gender_counts_7.png
- gender_counts_8.png
- gender_description.png
- loan-approved.jpg
- loan_amount_term.png
- Loan_Amount_Term_value_counts.png
- loan_status_count.png
- loan_status_counts.png
- LoanAmountDescription.png
- LoanAmountDistribution.png
- logistic_model_performance.png
- married_counts.png
- married_counts_0.png
- married_counts_1.png
- married_counts_2.png
- married_counts_3.png
- married_counts_4.png
- married_counts_5.png
- married_counts_6.png
- married_counts_7.png
- married_counts_8.png
- property_counts_0.png
- property_counts_1.png
- property_counts_2.png
- property_counts_3.png
- property_counts_4.png
- property_counts_5.png
- property_counts_6.png
- property_counts_7.png
- property_counts_8.png
- term_counts.png
- test_data_predictions.png
- Loan Prediction-checkpoint.ipynb
- Loan Prediction.ipynb
- loan_status_predictor_model.py
- README.md
- weight-height.csv
- feature-correlaion.png
- feature-relations.png
- gender_height.png
- gender_weight.png
- height_distribution.png
- weight_distribution.png
- Gender Classifcation-checkpoint.ipynb
- Gender Classifcation.ipynb
- gender_classifier.py
- README.md
- weight-height.csv
- feature-correlaion.png
- feature-relations.png
- gender_height.png
- gender_weight.png
- height_distribution.png
- modelperformance.png
- weight_distribution.png
- Weight Prediction-checkpoint.ipynb
- Weight Prediction.ipynb
- README.md
- weight_predictor.py
- housing.csv
- age.png
- b.png
- chas.png
- correlation_with_price.png
- crim.png
- dis.png
- feature_importances.png
- features_correlation.png
- indus.png
- lstat.png
- medv.png
- nox.png
- pairplot.png
- ptration.png
- rad.png
- random_decision_tree_regressor.png
- random_forest_diff_max_depth.png
- random_forest_diff_RF_models.png
- random_forest_diff_train_samples.png
- rm.png
- tax.png
- zn.png
- Boston Housing Price Prediction-checkpoint.ipynb
- Boston Housing Price Prediction.ipynb
- house_price_predictor.py
- README.md
- ML_Projects.csv
- social-media-links.csv
- boston.gif
- gender.gif
- iris.gif
- loan.gif
- main.png
- weight.gif
- boston_house_price_predictor.pkl
- gender_classifier.pkl
- iris_species_classifier.pkl
- loan_status_predictor.pkl
- weight_predictor.pkl
- data_extraction.cpython-37.pyc
- data_extraction.py
- bootstrap-grid.css
- bootstrap-grid.css.map
- bootstrap-grid.min.css
- bootstrap-grid.min.css.map
- bootstrap-reboot.css
- bootstrap-reboot.css.map
- bootstrap-reboot.min.css
- bootstrap-reboot.min.css.map
- bootstrap.css
- bootstrap.css.map
- bootstrap.min.css
- bootstrap.min.css.map
- navbar.css
- navbar.css.map
- navbar.min.css
- navbar.sass
- all_projects.css
- all_projects.css.map
- all_projects.min.css
- all_projects.sass
- boston.css
- boston.min.css
- boston.sass
- gender.css
- gender.min.css
- gender.sass
- iris.css
- iris.min.css
- iris.sass
- loan.css
- loan.min.css
- loan.sass
- weight.css
- weight.min.css
- weight.sass
- Resume.pdf
- a.ico
- a.svg
- blog.png
- github.png
- instagram.png
- kaggle.png
- linked-in.png
- location.png
- mail.png
- ml.png
- phone.png
- twitter.png
- whatsapp.png
- www.png
- youtube.png
- anaconda.png
- ask.jpeg
- bootstrap.png
- flask.png
- fork_it.png
- gender.png
- gunicorn.png
- house.jpg
- iris.jpg
- loan-approved.jpg
- matplotlib.jpg
- numpy.png
- pandas.png
- python.jpeg
- python.png
- seaborn.png
- sklearn.png
- sublime.png
- vs_code.png
- weight.png
- bootstrap.bundle.js
- bootstrap.bundle.js.map
- bootstrap.bundle.min.js
- bootstrap.bundle.min.js.map
- bootstrap.js
- bootstrap.js.map
- bootstrap.min.js
- bootstrap.min.js.map
- jquery-3.5.1.slim.min.js
- popper.min.js
- all_projects.html
- base.html
- boston_house_price_predictor.html
- gender_classifier.html
- iris_species_classifier.html
- loan_status_predictor.html
- weight_predictor.html
- LICENSE.txt
- ml_projects.py
- Procfile
- README.md
- requirements.txt
- runtime.txt
// repository documentation
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