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Machine Learning
Particle Swarm Optimization| Machine Learning Algorithm inspired by Birds
Particle Swarm Optimization (PSO) algorithm is based on the pattern of food search by the flock of birds. The birds/particles initially knew the distance of the food/target from their position and with each iteration, the particle tries to…
Feature Reduction from Breast Cancer Dataset with Genetic Algorithm
A Genetic Algorithm is an advanced form of Brute Forcing to find the best features from a given dataset or to optimize the weights. It is based on Darwin's theory of survival of fittest. The genetic algorithm repeatedly modifies a…
Linear Regression using TensorFlow Lite on Android
Simple linear regression is useful for finding the relationship between two continuous variables. One is a predictor or independent variable and the other is a response or dependent variable. It looks for a statistical relationship but not…
Fuzzy Logic in Machine Learning with Python Code
Fuzzy Logic: Fuzzy Logic is the logic underlying approximate rather than exact. It is an extension of multivalued logic: Everything, including truth, is a matter of degree. It contains as special cases not only the classical two-value logic…
What is Perceptron in Machine Learning? With code
Perceptron is a linear classifier used to classify binary images like classifying images of cats or dogs. A Perceptron has 4 parts: Input values or One input layer Weights and Bias Net sum Activation Function The…
INT 246 (Soft Computing Techniques) – PPT | LPU
Download PPT's of INT246 from the download button below: UNIT 1: Chapter 1: Chapter 2: UNIT 2: UNIT 3:
McCulloch-Pitts Neuron
McCulloch-Pitts Neuron it is known as Mankinds first Algorithm for deep learning. It is based on normal mathematical functions/operations to train the program. It is basically based on neurons of Human brains. Dendrite: Receives…