Pinned Repositories
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.
causal_agribusiness
A repository accompanying the paper "Structural changes and statistical causal relationships in agricultural commodities markets: the impact of public news sentiment and institutional announcements", by Ioannis Chalkiadakis, Gareth W. Peters, Guillaume Bagnarosa and Alexandre Gohin.
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.
datadescriptor_uselections2020
Code for collecting and cleaning speeches (text) of the US 2020 election campaign. Corresponding publication: "A text dataset of campaign speeches of the main tickets in the 2020 US presidential election", by Ioannis Chalkiadakis, Louise Anglès d’Auriac, Gareth W. Peters, and Divina Frau-Meigs
gazebo_pioneerDemo
model_compression_bnn
preText
An R package to assess the effects of text preprocessing decisions.
PyMstdnCollect
A Python package for social science research data collection with Mastodon's public API. A detailed description of the code is included in the paper: "PyMstdnCollect: A Python Package for Data Collection on Mastodon", by Chalkiadakis, Ioannis and Chavalarias, David
RLSC_BaxterSimulation
ichalkiad's Repositories
ichalkiad/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.
ichalkiad/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.
ichalkiad/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.
ichalkiad/causal_agribusiness
A repository accompanying the paper "Structural changes and statistical causal relationships in agricultural commodities markets: the impact of public news sentiment and institutional announcements", by Ioannis Chalkiadakis, Gareth W. Peters, Guillaume Bagnarosa and Alexandre Gohin.
ichalkiad/datadescriptor_uselections2020
Code for collecting and cleaning speeches (text) of the US 2020 election campaign. Corresponding publication: "A text dataset of campaign speeches of the main tickets in the 2020 US presidential election", by Ioannis Chalkiadakis, Louise Anglès d’Auriac, Gareth W. Peters, and Divina Frau-Meigs
ichalkiad/gazebo_pioneerDemo
ichalkiad/model_compression_bnn
ichalkiad/preText
An R package to assess the effects of text preprocessing decisions.
ichalkiad/PyMstdnCollect
A Python package for social science research data collection with Mastodon's public API. A detailed description of the code is included in the paper: "PyMstdnCollect: A Python Package for Data Collection on Mastodon", by Chalkiadakis, Ioannis and Chavalarias, David
ichalkiad/RLSC_BaxterSimulation
ichalkiad/streamlitclimategpcausality
An interactive app for an exploratory case study on statistical causality relationships in the climate change-related Twitter debate during 2022.
ichalkiad/tRustNN
RNN exploration and visualisation for interpretable outputs.
ichalkiad/VW_challenge