transaction_networks_sbm
Code for the extended project "Analysing Transaction Networks Using Stochastic Block Models", as part of the first year assignments for the MAC-MIGS PhD program.
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
-
○Academic publication links
-
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (3.8%) to scientific vocabulary
Repository
Code for the extended project "Analysing Transaction Networks Using Stochastic Block Models", as part of the first year assignments for the MAC-MIGS PhD program.
Basic Info
- Host: GitHub
- Owner: OgnyanSimeonov
- Language: Python
- Default Branch: main
- Size: 14.6 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
TransactionNetworksSBM
Code for the extended project "Analysing Transaction Networks Using Stochastic Block Models", as part of the first-year assignments for the MAC-MIGS PhD program.
AlternateWeights.py -- code generating entropy vs edge weight plots for the network |
DCvsNDC.py -- compares degree-corrected and non-degree-corrected SBM using political blog data from the 2004 US election (Adamic & Glance, 2004) |
HSBCgraph.py -- provides only the HSBC bank connections to senders from different cities |
ekkotransfers4.1.py -- main code for the study; builds the network described in the report and applied the different SBM algorithms to them |
bipartitenetworkadjmatrix.py -- create adj matrices for the bipartitegraph code
bipartite_graph -- create separate bipartite graphs (not multilayered)
Owner
- Name: Ognyan Simeonov
- Login: OgnyanSimeonov
- Kind: user
- Location: Edinburgh, Scotland
- Company: University of Edinburgh
- Repositories: 2
- Profile: https://github.com/OgnyanSimeonov
Mathematics/Informatics PhD student at the University of Edinburgh researching purchasing behaviour, agent-based modelling, and stochastic blockmodels
Citation (Citation.cff)
cff-version: 1.0.0 message: "If you use this software, please cite it as below." authors: - family-names: "Simeonov" given-names: "Ognyan" orcid: "https://orcid.org/0000-0003-4749-3976" title: "Analysing Transaction Networks Using Stochastic Block Models" version: 1.0.0 date-released: 2023-07-28 url: "https://github.com/OgnyanSimeonov/Transaction_Networks_SBM"