SeymurTransformers Part 1Transformers are a relatively new architecture that gained significant popularity, especially in the field of NLP. It differ from CNNs and…Jun 26Jun 26
SeymurExtract text from image(OpenCv, spaCy, easyOcr, Pytesseract)Here is the link to my Kaggle notebook containing all the code:Apr 21Apr 21
SeymurNLP, spaCy tutorial(Part 1)The text provides an introduction to spaCy, a natural language processing (NLP) framework used to analyze human language in computer…Apr 13Apr 13
SeymurTraining Neural Network, Derivative of The Sigmoid Function and Gradient Descent.(Second Part)Let’s start with the simple Neural Network which determind by 3 weights and biases, and our goal is to understand how changing each of them…Mar 8Mar 8
SeymurHow work Neural Network ? (First Part)Firstly, I want to explain the main difference between Machine Learning and Neural Networks. Neural Networks are a subset of machine…Mar 3Mar 3
SeymurLU DecompositionLU decomposition is the best way to represent a large matrix as the product of two triangular matrices, which facilitates efficient linear…Feb 18Feb 18
SeymurPCA (Principal Component Analysis): A More Detailed Explanation Involving Eigenvalues and…Firstly, I want to address a concern close to my heart: my dear coworker has fallen ill. I sincerely hope that she will regain her health…Feb 4Feb 4