Popular repositories Loading

1. Applying-Deep-Learning-vs-Machine-Learning-models-to-reproduce-dry-spell-sequences Applying-Deep-Learning-vs-Machine-Learning-models-to-reproduce-dry-spell-sequences Public

   This research constitutes an attempt to assess the dry spell patterns in the northern region of Ghana, near Burkina Faso. We aim to develop a model which by exploiting satellite products overcomes …

   Jupyter Notebook 8 1

2. RL-on-CartPole RL-on-CartPole Public

   Deep Q-Network (DQN) agent solving the CartPole balancing problem using OpenAI Gym, PyTorch, and experience replay

   Jupyter Notebook 3

3. Reddit-stock-market-sentiment-analysis Reddit-stock-market-sentiment-analysis Public

   Empirical study testing whether r/WallStreetBets sentiment predicts implied volatility of S&P 500 options — combining NLP, Black-Scholes IV, OLS regression, and Granger causality on a 2021 dataset …

   Jupyter Notebook 3

4. Commodities-price-forecasting Commodities-price-forecasting Public

   ML & deep learning pipeline for non-ferrous metals price forecasting (Aluminium, Copper, Zinc) with bootstrap uncertainty quantification and multi-horizon prediction

   Jupyter Notebook 2 1

5. resume.io resume.io Public

   resume of Panagiotis Mavritsakis

   SCSS

6. Email-sender-automation Email-sender-automation Public

   Automated pipeline that scrapes Hacker News for SaaS tool mentions, generates AI-powered summaries, and delivers daily trend digests via email.

   Python