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BS Thesis on forecasting Polymarket events with ensembles of LLMs and aggregating & calibrating their forecasts

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LLM-Polymarket

BS Thesis on LLM-based probabilistic forecasting of Polymarket events. Various models, aggregation and calibration techniques are tested for this purpose, the results and conclusions are presented in text and presentation


Paper

Read the paper (LLM_polymarket.pdf)


Presentation

View presentation (Petukhov_Defense.pdf)



Repo structure

├── Petukhov_Defense.pdf
├── LLM_polymarket.pdf 
├── src/ # source files in python
├── data/  # data samples
├── requirements.txt  
└── .flake8, .gitignore, ...

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BS Thesis on forecasting Polymarket events with ensembles of LLMs and aggregating & calibrating their forecasts

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