Peggy's starred repositories
HyperSIGMA
The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"
Bayes-Decision-Rule
AI Class: Use maximum likelihood decision rule and optimal Bayes decision rule to classify data.
Slime-Mould-Algorithm-A-New-Method-for-Stochastic-Optimization-
In this paper, a new stochastic optimizer, which is called slime mould algorithm (SMA), is proposed based upon the oscillation mode of slime mould in nature. The proposed SMA has several new features with a unique mathematical model that uses adaptive weights to simulate the process of producing positive and negative feedback of the propagation wave of slime mould based on bio-oscillator to form the optimal path for connecting food with excellent exploratory ability and exploitation propensity. The proposed SMA is compared with up-to-date metaheuristics in an extensive set of benchmarks to verify the efficiency. Moreover, four classical engineering structure problems are utilized to estimate the efficacy of the algorithm in optimizing engineering problems. The results demonstrate that the algorithm proposed benefits from competitive, often outstanding performance on different search landscapes. The source codes and info of SMA are publicly available at: http://www.alimirjalili.com/SMA.html
Modified_Slime_Mould_Algorithm
A modified version of Slime Mould Algorithm (SMA)
Applied-Data-Science-2021-Semester-2-Assignment-1
Spatiotemporal datasets consists of both space and time dimensions and represent many real world applications such as medical imaging data, video data, weather patterns and so on. The aim of this assignment is to familiarize ourselves with dataset generation by time samples and pixel values, its preprocessing by statistical measures, its analysis by parameter estimation, its results visualization by graphs, and its evaluation by performance metrics.
skincancer
Skincancer detection project
Air-Quality-Forecast
Air Quality forecast using ANN, ANFIS, PCA ANFIS, PCA ANN
TensorFlowLaboratory
Research about Tensorflow