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ichalkiad's Projects
ardlmidasdnn
This repository contains the code for the paper "Hybrid ARDL-MIDAS-Transformer Time-Series Regressions for Multi-Topic Crypto Market Sentiment Driven by Price and Technology Factors", by Ioannis Chalkiadakis, Prof. Gareth W. Peters and Dr. Matthew Ames.
covid19modelrisk
This repository contains the code for the paper "Infection Rate Models for COVID-19: Model Risk and Public Health News Sentiment Exposure Adjustments", by Ioannis Chalkiadakis, Kevin Hongxuan Yan, Gareth W. Peters, Pavel V. Shevchenko.
cryptogpcausality
This repository contains the code for the paper "Sentiment-driven statistical causality in multimodal systems", by Ioannis Chalkiadakis, Anna Zaremba, Gareth W. Peters and Michael J. Chantler.
gazebo_pioneerdemo
model_compression_bnn
pretext
An R package to assess the effects of text preprocessing decisions.
rlsc_baxtersimulation
streamlitclimategpcausality
An interactive app for an exploratory case study on statistical causality relationships in the climate change-related Twitter debate during 2022.
trustnn
RNN exploration and visualisation for interpretable outputs.
vw_challenge
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