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1. pv_bess_optimiser pv_bess_optimiser Public

   Operational Recommendation System that optimises 24-hour dispatch schedules for a grid-connected Battery Energy Storage System (BESS) with co-located solar energy source, using ML price forecasting…

   Jupyter Notebook 2 1

2. next_day_return_prediction next_day_return_prediction Public

   This script tries to predict next-day stock returns for seven companies in the AI chip supply chain, using a few different ML approaches: OLS, SVMs, Random Forest, and two neural network architectu…

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3. rossmann-store-sales-prediction rossmann-store-sales-prediction Public

   Deep Neural Network models (CNN and LSTM) for daily sales prediction in the Rossmann Store Sales Kaggle competition. Features ensemble bagging for improved accuracy, achieving 0.13575 RMSPE on publ…

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4. offline_datascience_agent offline_datascience_agent Public

   Offline agentic AI for data science and decision making

   Python

5. shared_agentic_memory shared_agentic_memory Public

   Developing a framework for agents to share private memories in a privacy-maintaining approach

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6. by_any_means_necessary by_any_means_necessary Public

   Game displaying the dangers of reward hacking

   HTML 2