Pinned Repositories
A-Competitive-learning-based-Grey-Wolf-Optimizer-for-Engineering-and-its-application-to-Power-Flow-O
A Competitive learning-based Grey Wolf Optimizer for Engineering and its application to Power Flow Optimization Problems
Arithmetic-Optimization-Algorithm-AOA-
The Arithmetic Optimization Algorithm (AOA) a new meta-heuristic optimization algorithm for solving optimization problems
CCPSO2
CCPSO2的实现与测试
CEC-Benchmark-Functions
CEC-国际进化计算会议-测试函数 CEC Benchmark Functions
CL_SSA-algorithm
Large-scale Competitive learning-based Salp Swarm for global optimization and solving Constrained mechanical and engineering design problems
Classification-of-breast-cancer-using-a-Manta-ray-foraging-optimized-transfer-learning-Framework
Classification of breast cancer using a Manta-ray foraging optimized transfer learning Framework
competitive-swarm-optimizer-feature-selection-CSOFS
Implementation of a competitive swarm optimizer (CSO) for feature selction
GMSMFO-algorithm
Global Optimization and Intrusion Detection Using a Novel Gaussian Mutated and Shrink Moth Flame Optimization
Hadith-Data-Sets
All Hadith from nine books 62,169 Hadith
SSALEO-algorithm
Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance algorithms for Real-world Constrained Optimization Benchmark
MohammedQaraad's Repositories
MohammedQaraad/CL_SSA-algorithm
Large-scale Competitive learning-based Salp Swarm for global optimization and solving Constrained mechanical and engineering design problems
MohammedQaraad/SSALEO-algorithm
Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance algorithms for Real-world Constrained Optimization Benchmark
MohammedQaraad/GMSMFO-algorithm
Global Optimization and Intrusion Detection Using a Novel Gaussian Mutated and Shrink Moth Flame Optimization
MohammedQaraad/A-Competitive-learning-based-Grey-Wolf-Optimizer-for-Engineering-and-its-application-to-Power-Flow-O
A Competitive learning-based Grey Wolf Optimizer for Engineering and its application to Power Flow Optimization Problems
MohammedQaraad/Classification-of-breast-cancer-using-a-Manta-ray-foraging-optimized-transfer-learning-Framework
Classification of breast cancer using a Manta-ray foraging optimized transfer learning Framework
MohammedQaraad/MAGBO-algorithm
MohammedQaraad/pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
MohammedQaraad/Solving-Quadratic-Assignment-Problem-QAP-Using-Invasive-Weed-Optimization-Algorithm
A new powerful optimization algorithm inspired from colonizing weeds is utilized to solve the well-known quadratic assignment problem (QAP) which is of application in a large number of practical areas such as plant layout, machinery layout and so on. A set of reference numerical problems from QAPLIB is taken in order to evaluate the efficiency of the algorithm compared with the previous ones which had been applied to solve the addressed problem. The results indicate that the algorithm outperforms the competitive ones for a sizable number of the problems as the problems’ dimensions increase.
MohammedQaraad/TBLSBCL-Optimizer
Addressing Constrained Engineering Problems and Feature Selection with a Time-Based Leadership Salp-Based Algorithm with Competitive Learning
MohammedQaraad/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
MohammedQaraad/Advanced-Feature-Selection-Toolbox
This toolbox offers advanced feature selection tools. Several modifications, variants, enhancements, or improvements of algorithms such as GWO, FPA, SCA, PSO and SSA are provided.
MohammedQaraad/An-Innovative-Quadratic-interpolation-Salp-Swarm
Based on quadratic interpolation and a local escape operator (LEO), a Salp Swarm Optimization algorithm (QSSALEO) is proposed to address these issues. Quadratic interpolation around the best search agent aids QSSALEO's exploitation ability and solution accuracy, whereas the local escaping operator employs random operators to escape local optima. These tactics complement one another to help SSA promote convergence performance. Furthermore, the algorithm strives for a balance of exploitation and exploration.
MohammedQaraad/BPSO-and-ANN-for-sofware-fault-predicition
Binary Particle Swarm Optimization and Artificial Neural Networks for feature selection
MohammedQaraad/cec2017-py
Python module for CEC 2017 single objective optimization test function suite.
MohammedQaraad/CLPSO
MohammedQaraad/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
MohammedQaraad/fast-cma-es
A Python 3 gradient-free optimization library
MohammedQaraad/Feature-Weighting-for-DMI
MohammedQaraad/jMetalPy
A framework for single/multi-objective optimization with metaheuristics
MohammedQaraad/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
MohammedQaraad/LWSSA-algorithm
Fine-Tuned Cardiovascular Risk Assessment: Locally-Weighted Salp Swarm Algorithm in Global Optimization
MohammedQaraad/mealpy
A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)
MohammedQaraad/model-PCC-DTCV-
MohammedQaraad/my_Optimization-studio
Metaheuristic(Genetic algorithm, Particle swarm optimization, Cuckoo search, Grey wolf optimizer), Reinforcement Learning with Python
MohammedQaraad/Network-Intrusion-Detection-Using-Deep-Learning
Binary and Multi-Class Classification of NSL-KDD dataset using Multi Layered Perceptron
MohammedQaraad/PSO-demonstration
Demonstration of Particle Swarm Optimization (Auto Hyperparameter variant) ANIMATION
MohammedQaraad/pspso
pspso is a package for selecting machine learning algorithms parameters based on PSO algorithm.
MohammedQaraad/SSAFS_V1.0
SSAFS algorithm for feature selection
MohammedQaraad/Unified-Gesture-and-Fingertip-Detection
Unified learning approach for egocentric hand gesture recognition and fingertip detection.
MohammedQaraad/web_scrapping
Web scrapping from glassdoor step by step