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1. ahmetzamanis.github.io ahmetzamanis.github.io Public

   Forked from evanca/quick-portfolio

   Portfolio of my data science projects & reports.

   HTML

2. DeepLearningEnergyForecasting DeepLearningEnergyForecasting Public

   Time series forecasting on an hourly energy dataset, with LSTM & Transformer models implemented in PyTorch Lightning. Deployment of the Transformer model using Docker, with GPU support.

   Jupyter Notebook

3. WeatherAnomalyDetectionClassification WeatherAnomalyDetectionClassification Public

   Time series anomaly detection, time series classification & dynamic time warping, performed on a dataset of Canadian weather measurements.

   Python 3

4. KaggleStoreSales KaggleStoreSales Public

   Time series regression modeling on a dataset of supermarket sales across years, with the Darts library in Python.

   Python 2

5. BayesianModelingExperiments BayesianModelingExperiments Public

   Experimenting with Bayesian modeling using the PyMC package.

   Jupyter Notebook

6. UsedCarKicksClassification UsedCarKicksClassification Public

   Imbalanced classification with scikit-learn and PyTorch Lightning.

   Python 1