PinnedMANIE TADAYONinTowards Data ScienceAuto-HMM in PythonAutomatic Model selection, training, and testing for the hidden Markov Model3 min read·Nov 6, 2021--5--5
PinnedMANIE TADAYONinTowards Data SciencetsBNgen: A Python Library to Generate Time Series Data from an Arbitrary Dynamic Bayesian Network…Synthetic data is widely used in various domains. This is because many modern algorithms require lots of data for efficient training, and…8 min read·Sep 19, 2020----
MANIE TADAYONinTowards Data ScienceComprehensive Study of Least Square Estimation (Part 3)5 min read·May 12, 2021----
MANIE TADAYONinTowards Data ScienceComprehensive Study of Least Square Estimation (Part 2)5 min read·May 10, 2021----
MANIE TADAYONinTowards Data ScienceComprehensive Study of Least Square Estimation (Part 1)8 min read·May 9, 2021----
MANIE TADAYONinTowards Data ScienceComprehensive Overview of Random Variables, Random Processes, and Their Properties (Part 2)All You Need about Random Processes and Their Properties.9 min read·Feb 3, 2021----
MANIE TADAYONinTowards Data ScienceComprehensive Overview of Random Variables, Random Processes, and Their Properties (Part 1)This is a two-part article. In part 1 (This part), I will go over random variables, random vectors, and their properties. In part 2, I…12 min read·Jan 13, 2021--2--2
MANIE TADAYONinThe StartupPython vs R vs Matlab for Machine Learning, Causal Inference, Signal Processing, and More.Decide What Programming Language Is Better for Your Application10 min read·Dec 27, 2020--2--2
MANIE TADAYONinTowards Data ScienceEssential Parameter Estimation Techniques in Machine Learning and Signal ProcessingBayesian vs Frequentistcs Parameter Estimation17 min read·Dec 19, 2020----