Blog posts

2020

Using Joblib and reproducible random numbers Permalink

4 minute read

Published:

python
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
import seaborn as sns
from joblib import Parallel, delayed
from sklearn.cluster import KMeans
from sklearn.datasets import make_blobs
from sklearn.metrics import adjusted_rand_score
from sklearn.mixture import GaussianMixture

2019

Signal Flow Permalink

11 minute read

Published:

The following is some derivation of the “signal flow” calculation for a directed network used in Varshney et al. 2011 [1], as well as my own implementation and some simple simulations to attempt to understand this function better.