Fuzzy clustering with Python

July 10, 2020 0 Comments

Ready for implementing fuzzy clustering by using Python? (Source). For now, I prefer to have a look at the example with a random-data (the real data is usually messier, and it might not be very good for the self-learning curve! First, the libraries that we will need: skfuzzy, numpy, matplotlib, seaborn. Concerning “skfuzzy”, watch out […]

Clustering with K-means algorithm

July 7, 2020 0 Comments

Clustering is a machine learning method where the labels are not assigned to the data when it is learning the patterns. K-means algorithm is computed when you want to use a non-hierarchical method. For my thesis, I may need to perform a cluster analysis, so I started learning how to. I thought that sharing this […]

Wanna try the paired sample t-test and Wilcoxon signed-rank test?

November 9, 2019 0 Comments

Hi there! Today, I am going to walk you through a paired sample t-test with an interesting example! (with a surprise! turn to the Wilcoxon signed-rank test at the end:)) Research Story: Imagine that we have a face photo of someone (maybe you?:). Then, we manipulate this image and blur it. Now, we have both […]