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1. tommasograndi/portfolio-opt-with-BiLSTM-stock-preselection tommasograndi/portfolio-opt-with-BiLSTM-stock-preselection Public

   Portfolio optimization on EuroStoxx 50(SX5E) using a BiLSTM network to perform stock preselection

   Jupyter Notebook

2. Road-Semantic-Segmentation-with-Unets Road-Semantic-Segmentation-with-Unets Public

   Pixel-aware road image semantic segmentation for self-driving cars using different Unet architectures.

   Jupyter Notebook 1

3. Economic-Time-Series-Analysis-and-Forecasting-ARIMA Economic-Time-Series-Analysis-and-Forecasting-ARIMA Public

   Economic Time Series Analysis, Prediction and Forecasting using advanced Statistical methods and an ad-hoc estimated ARIMA (SARIMAX) model in R.

   R

4. Kidney-Tumor-Detection-End-To-End Kidney-Tumor-Detection-End-To-End Public

   Kidney disease classification using a custom VGG-16 CNN, experiments and model monitoring via MLFlow, Pipeline automation with DVC, and Deployment on AWS.

   Jupyter Notebook

5. Spotify_and_SoundCloud_Playlist_to_WAV_Folder Spotify_and_SoundCloud_Playlist_to_WAV_Folder Public

   Python script to download Spotify and SoundCloud playlists to a folder of 1411 kbps WAV cleaned up files.

   Python 8 2

6. Lunar_Lander_DeepRL Lunar_Lander_DeepRL Public

   From scratch implementation of DQN, REINFORCE, and DDPG algorithms on OpenAI's LunarLander discrete and continuous environments.

   Jupyter Notebook