Projects in Awesome Lists by ichalkiad
A curated list of projects in awesome lists by ichalkiad .
https://github.com/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.
attention-mechanism cryptocurrencies gegenbauer-long-memory midas mixed-frequency-data multi-time-scale-analysis natural-language-processing sentiment-analysis transformer
Last synced: 23 Apr 2025
https://github.com/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.
causal-inference causality causality-analysis cryptocurrency cryptocurrency-exchanges gaussian-processes multimodal-learning multimodal-sentiment-analysis natural-language-procressing public-news sentiment-analysis statistical-models text-mining
Last synced: 15 Dec 2024
https://github.com/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
mastodon natural-language-processing political-science social-media social-network text-mining
Last synced: 03 Mar 2025
https://github.com/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.
bayesian-inference covid-19 covid19 covid19-data decision-making epidemiological-models glarma-models gompertz-equation natural-language-processing public-health public-news sentiment-analysis text-mining
Last synced: 02 Apr 2025
https://github.com/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
natural-language-processing political-science rhetoric text-analysis text-as-data us-election-2020 us-elections
Last synced: 02 Apr 2025
https://github.com/ichalkiad/streamlitclimategpcausality
An interactive app for an exploratory case study on statistical causality relationships in the climate change-related Twitter debate during 2022.
Last synced: 02 Apr 2025
https://github.com/ichalkiad/trustnn
RNN exploration and visualisation for interpretable outputs.
Last synced: 02 Apr 2025