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1. IoT-IDS-VAE-Classification IoT-IDS-VAE-Classification Public

   Training VAE and an Mixed-Loss VAE with normal network traffic, then implementing validation and test steps that fold in the attack traffic to ensure models' reconstruction error satisfactorily sep…

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2. Diabetes-Supervised-Machine-Learning-Analysis-And-Prediction Diabetes-Supervised-Machine-Learning-Analysis-And-Prediction Public

   Forked from COGS118A/Group002-SP23

   Comparing logistic regression, decision tree, random forest, k-nearest neighbors, and SVMs in regard to binary prediction performance metrics.

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3. Recipe-Review-Scoring-Algorithm-Regression Recipe-Review-Scoring-Algorithm-Regression Public

   Leveraging sentiment analysis and data augmentation to recreate recipe scoring algorithm with sparse data. Used MLPs and Gradient Boosting Regressors to compare regression metrics such as RMSE and …

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4. data-analysis-ML-geospatial-earthquake data-analysis-ML-geospatial-earthquake Public

   Visualizing continental US and Alaskan earthquakes using GeoPandas. Geospatial data augmentation and machine learning to classify globally whether or not an earthquake triggers a tsunami risk. Anal…

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5. Data-Analysis-EffectofNBAInjuriesonTeamRecord Data-Analysis-EffectofNBAInjuriesonTeamRecord Public

   Statistical analysis of potential association between a NBA team’s number and type of injuries to their record from the 2010-15 seasons. Prediction of 2016 season records given injury types and num…

   Jupyter Notebook

6. Data-Analysis-SanDiegoCountyAutoAccidents Data-Analysis-SanDiegoCountyAutoAccidents Public

   Data analysis aimed at better understanding San Diego County automobile accidents while analyzing various features such as weather and dates from the 2021 year.