Solutions for Labs of Nature Inspired Computing course offered at Innopolis University
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Updated
Dec 13, 2022 - Jupyter Notebook
Solutions for Labs of Nature Inspired Computing course offered at Innopolis University
GrafoRVFL: A Gradient-Free Optimization Framework for Boosting Random Vector Functional Link Network
BIO-ANFIS: A Bio-inspired Optimization Framework for Improving ANFIS Networks
Proposing a novel approach on using Naives Bayes by using Robust Kernel Density Estimation (RKDE) and optimising the bandwith(h) with Harris Hawks Optimization (HHO)
EvoRBF: Evolving Radial Basis Function Network by Intelligent Nature-inspired Algorithms
Hyper-parameter tuning of Time series forecasting models with Mealpy
Text classification with Machine Learning and Mealpy
Meta-Heuristic Algorithm for Travelling Salesman Problem
Hyper-parameter tuning of classification model with Mealpy
MetaCluster: An Open-Source Python Library for Metaheuristic-based Clustering Problems
The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.
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