PerceptronPerceptron Perceptron, the foundation algorithm for deep learning, came up by Frank Rosenblatt in 1957. Perceptrons receive multiple signals and output one signal, the signal is only two values, which are 0 or 1. Perceptron has weight, the signal ...Oct 31, 2022 · 2 min readkojiro.hashnode.dev
Tree AlgorithmTrees Two metaphors trees There is two metaphors to describe tree. 1. Recursive description (wooden trees): A tree has a root label and a list of branches Each branch is a tree A tree with zero branches is called a leaf A tree starts the root 2. Rela...Sep 29, 2022 · 3 min readkojiro.hashnode.dev
NumPy and Linear AlgebraThis article is mostly about how to use the Python module, NumPy, for matrix calculation and is written as a reference for the one who takes or will take EECS 16A at Berkeley. What is NumPy? NumPy is the library for scientific computation. Accordin...Sep 14, 2022 · 7 min readkojiro.hashnode.dev
Foundation of Functionoriginally published on August 19th To reduce redundant lines and write code more efficiently, Python has a function, also known as "subroutine" and "procedure". Using functions, the code will look neat and clean. However, there are points to be pai...Aug 20, 2022 · 5 min readkojiro.hashnode.dev
Control FlowsThis article originally published on August 16th 2022 The code I wrote the article about so far ran from the top of the line to the bottom of the line. However, by utilizing conditionals or loops, programmers can make much more complex code. Conditio...1KAug 16, 2022 · 5 min readkojiro.hashnode.dev