Creating synthetic data is becoming more and more important due to privacy issues or many other reasons. Synthetic data are expected to de-identify individuals while preserving the distributional properties of the data. I am going to introduce a Python package: SDV. SDV package includes various methods to generate synthetic data such as copulas and deep…
I was wandering on the internet to find articles related to waste thoughts or wasteful thinking. I do not know whether someone else came up with this concept before. I saw it in the Muslim’s religious book Quran. Some Muslim scholars must have discussed “wasteful thinking,” but I could not find any. I will briefly…
The book explains itself as “Five Lessons in Intellectual Emancipation.” The ignorant schoolmaster is a masterpiece written in 1987. I don’t know how many books I have read in my life. I know that I read a lot… But among them, this one is extraordinary. I gave this book to many people as a gift,…
What is the Inductive Method of Teaching? The inductive teaching method presents the solutions/examples but does not explain the general rule (or formula for the solution). Learners are required to infer the general rules. An example from a math lecture I will explain it using the duality between deduction and induction because the deductive method…
What is sample selection bias, and how is it related to inductive reasoning? I have briefly discussed the sample selection bias in the diversity principle article. This topic is closely related to my own research field. So, I will keep talking about this many times. However, I would like to write this one as the…
I reviewed the literature before starting this article. Surprised that this subject is discussed a lot with the same title, “Bias against biases.” However, I did not read any of those articles not to be influenced. Titles are suggesting to me it is mainly related to politics. I have been studying evolution theory for ten…
