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1. Time-Series-Analysis-PM2.5-pollution-prediction Time-Series-Analysis-PM2.5-pollution-prediction Public

   Advanced PM2.5 pollution prediction using interpretable tree-based ensembles with targeted feature engineering, variance reduction, and SHAP-driven model analysis. Includes systematic handling of i…

   Jupyter Notebook 1 1

2. Kaggle-Semantic-Segmentation-Detect-Ships-Based-On-The-Satellite-Photos Kaggle-Semantic-Segmentation-Detect-Ships-Based-On-The-Satellite-Photos Public

   kaggle-airbus-ship-detection-competition (internship 2024; introductory test project)

   Jupyter Notebook

3. NLP-Named-Entity-Recognition-NER NLP-Named-Entity-Recognition-NER Public

   Named-entity recognition task (Ukrainian). PyTorch. Models: GRU; RNN; LSTM. Highly imbalanced.

   Jupyter Notebook

4. Advanced-Regression-Techniques-Kaggle-House-Price-Predictions Advanced-Regression-Techniques-Kaggle-House-Price-Predictions Public

   The task is given by a data science competition platform and online community for data scientists and machine learning practitioners - Kaggle. [A link to the competition](https://www.kaggle.com/com…

   Jupyter Notebook

5. Image-Characters-Recognition Image-Characters-Recognition Public

   Written character recognition using Python and tensorflow

   Python