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examples

★ 47 Open GitHub ↗

Example Notebooks contributed by pycaret community!

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# Examples Index

|Topic|Notebook Link|Topic|Notebook Link|
| :---:|:---:|:---:|:---:|   
| Fetal State Classification | [link](https://github.com/pycaret/pycaret/blob/master/examples/Fetal%20State%20Classification%20Tutorial%20-FSC101.ipynb)| Classification | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20Classification.ipynb)|  
| Binary Classification(GCP/AZURE) | [link](https://github.com/pycaret/pycaret/blob/master/examples/GCP_AZURE_Binary_Classification_Tutorial_Level_Beginner_CLF101.ipynb)|Clustering | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20Clustering.ipynb) |
| Credit Card Fraud Classification| [link](https://github.com/pycaret/pycaret/blob/master/examples/Handling%20imbalanced%20dataset%20example(credit_card_fraud).ipynb)|Corona Cases Prediction | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20Corona%20Cases%20Prediction.ipynb) | 
| PIMA Diabetics Classifier | [link](https://github.com/pycaret/pycaret/blob/master/examples/Pima%20Model.ipynb)|Customer Churn Prediction | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20Customer%20Churn%20Prediction.ipynb) | 
| Public Bids Anomaly Detection| [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20-%20Public%20Bids%20Anomaly%20Detection.ipynb)|Natural Language Processing(NLP) | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20NLP.ipynb) | 
| Anomaly Detection   | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20Anomaly%20Detection.ipynb)|Regression | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20Regression.ipynb) |
| Text Similarity Classification| [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202%20Text%20Similarity%20Classification.ipynb)|Wine Quality(Imbalance Classes) | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%202.0%20on%20Wine%20Quality(Imbalance%20Classes).ipynb) |
| Association Rule   | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret%20Association%20Rule.ipynb)|Predicting ENEM Math Grades | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret2-Regression-Predicting_ENEM_Math_Grades.ipynb) |
|Fifa MarketValue| [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret2-Regression-fifa-MarketValue.ipynb)|HousePrice Prediction | [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret_2_HousePrice_Regresion.ipynb) |
|Palmers Penguins Classification| [link](https://github.com/pycaret/pycaret/blob/master/examples/PyCaret_2_Palmers_Penguins_Classification.ipynb)|Employee Performance Prediction| [link](https://github.com/pycaret/pycaret/blob/master/examples/Pycaret_2.1_Regression_EmployeePerformance.ipynb) |
|TimeSeries Forecasting| [link](https://github.com/pycaret/pycaret/blob/master/examples/TimeSeries_Forecasting.ipynb)|Training LightGBM model on GPU| [link](https://github.com/pycaret/pycaret/blob/master/examples/Training%20LightGBM%20model%20on%20GPU%20.ipynb) |
|Model deployment Azure/GCP Classification| [link](https://github.com/pycaret/pycaret/blob/master/examples/test_notebook_model_deployment_azure_gcp_classification.ipynb)|Model deployment Azure/GCP Regression| [link](https://github.com/pycaret/pycaret/blob/master/examples/test_notebook_model_deployment_azure_gcp_regression.ipynb) |

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