Pinned

1. datascience_capstone_project datascience_capstone_project Public

   My Data Science Master's degree, Capstone Project: Semantic Segmentation for Medical Ultrasound Imaging

   Jupyter Notebook 3 1

2. segmentation_click_train segmentation_click_train Public

   Train an off-the-shelf image segmentation model to respond to user feedback

   Jupyter Notebook 4

3. fast_feature_selection fast_feature_selection Public

   Genetic algorithms and CMA-ES (covariance matrix adaptation evolution strategy) for efficient feature selection

   Jupyter Notebook 7 8

4. timeseries-forecasting-fourier-time-dummies timeseries-forecasting-fourier-time-dummies Public

   Time series forecasting with Fourier-adjusted time dummies

   Jupyter Notebook 3 3

5. predict-sale-prices-regression predict-sale-prices-regression Public

   Predict sale prices via regression models, using PCA, k-means clustering, ensemble models, pipelines, etc.

   HTML 2

6. recommender_systems recommender_systems Public

   A comparison of recommender systems (PyTorch, Spark) on a dataset with 20 million observations.

   Jupyter Notebook 1