Software
Research software and selected code artifacts.
This page collects selected repositories and code artifacts from research and applied modelling work.
Selected repositories
State Space Disaggregation
Code associated with progressive state-space disaggregation for large Markov Decision Processes.
Area: approximate dynamic programming, state abstraction, MDPs.
Tech stack: Python.
Project page | Repository link pending
JMLR2025 / Disaggregation Experiments
Experimental code for disaggregation techniques for faster MDP solving and state abstraction discovery.
Area: Markov Decision Processes, abstraction discovery.
Tech stack: Jupyter Notebook, Python.
nonogram-gymnasium
Python package implementing Nonogram as an OpenAI Gym / Gymnasium environment.
Area: reinforcement-learning environments, structured decision problems.
Tech stack: Python, Gym/Gymnasium.
market_forecast
Market forecasting experiments with LSTM-based methods on financial time series and news.
Area: statistical learning, financial time series, market forecasting.
Tech stack: Python, LSTM/CNN/NLP methods.