powerlawgraph-ex

This repo serves multiple purposes:

Extending the paper "Bayesian inference on random simple graphs with power-law degree distributions" - Juho Lee et al.
Experiment with other lines of work around power law behavior in Network graphs

Trials on Stan implementation underway

Added STAN implementation of SBM, and cluster indicator inference -- results not great!

Name		Name	Last commit message	Last commit date
Latest commit History 93 Commits
data		data
mmsb_darthsougles		mmsb_darthsougles
results		results
sbm		sbm
.gitignore		.gitignore
README.md		README.md
adam.py		adam.py
dataset_analysis.py		dataset_analysis.py
defs.py		defs.py
gamma_gamma.py		gamma_gamma.py
grg.py		grg.py
results_1_16_18		results_1_16_18
results_25_12		results_25_12
run.py		run.py
stan_bfry_sbm.py		stan_bfry_sbm.py
stan_erdos_reyni.py		stan_erdos_reyni.py
stan_implem_fakedata.py		stan_implem_fakedata.py
stan_implem_gamma.py		stan_implem_gamma.py
stan_implem_mc.py		stan_implem_mc.py
stan_implem_old.py		stan_implem_old.py
stan_implem_vb.py		stan_implem_vb.py
stan_implem_vbN.py		stan_implem_vbN.py
stan_simple_model.py		stan_simple_model.py
stan_simple_model_opt.py		stan_simple_model_opt.py
tbfry_rgamma.py		tbfry_rgamma.py
transform.py		transform.py
utils.py		utils.py