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1. GAN GAN Public

   Pix2Pix and CycleGAN generative adversarial networks (GANs) to convert thermal to visible images using TensorFlow

   Python 9 2

2. vehicle_make_model_classifier vehicle_make_model_classifier Public

   Classifies 574 vehicle make-models using a ResNet50 architecture and YOLOv5

   Jupyter Notebook 14 2

3. gb_vehicle_injuries gb_vehicle_injuries Public

   Coding challenge for a job interview examining the predictors of vehicle accident severity using GB Road Safety Data

   Jupyter Notebook 1

4. BMW-Tasks BMW-Tasks Public

   Coding challenge for a BMW job interview involving: 1) an ensemble of supervised binary classifiers; 2) unsupervised outlier detection of text data, dimensionality reduction, and nearest neighbor s…

   Jupyter Notebook

5. DiscriminationMitigation DiscriminationMitigation Public

   A Frisch-Waugh-Lovell inspired algorithm to mitigate potential discrimination on protected class features in supervised ML

   Jupyter Notebook

6. Timeseries-forecasting Timeseries-forecasting Public

   Short modeling activity for a job interview involving forecasting energy prices and optimizing buying and selling

   Jupyter Notebook