by Kaloyan Danovski [kaloyan.danovski@gmail.com]
The code in this repository was used for the MFS3 11928 Data Analysis and Machine Learning project as part of the Master in Physics of Complex Systems at IFISC.
| File | Description |
|---|---|
wrangling_arena.ipynb |
transforming 'raw' data into edgelist format (with timesteps and timepoint) |
synthetic.ipynb |
generation and analysis of noisy periodic networks |
tsa.ipynb |
analysis of empirical networks |
The data_sources folder contains the empirical data in its original format (see below for details on the datasets). The networks folder contains the empirical data transformed ("wrangled") into a network edgelist format, as used by the analysis. Most of the plots used in the report are in the notebooks as well.