nature-inspired-algorithms

Python microframework for building nature-inspired algorithms. Official docs: http://niapy.readthedocs.io/en/stable/

A collection of Benchmark functions for numerical optimization problems. Framework of OPtimization FUnction in NUmpy (opfunu)

Python automated machine learning framework.

A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018

Nature-inspired algorithms for hyper-parameter tuning of Scikit-Learn models.

Sample Code Collection of Nature-Inspired Computational Methods

(Code) A new workload prediction model using extreme learning machine and enhanced tug of war optimization

Firefly inspired IDS for Nature-Inspired Cyber Security

A Python Toolkit for Data Preprocessing with Evolutionary and Nature-Inspired Algorithms.

The repository containing more advanced examples of usage of NiaPy micro-framework.

Transaction fraud detection using machine learning and nature inspired algorithms.

Random Walk and Optimizer Simulator

Efficient Time-series Forecasting using Neural Network and Opposition-based Coral Reefs Optimization

Books, Papers, Articles and relevant Code for Nature Inspired Cybersecurity Concepts

Nature inspired algorithms for optimization tasks

NatOptim is an open source C++ library for solving optimization problems by using nature-inspired algorithms. It can be used to solve general non-linear unconstrained optimization problems.

Nature++ | Collection of Nature Inspired Algorithms in C++

Coursework submissions for The Nature of Code course on Kadenze (Sep.-Oct. 2018)

Implementation of the Stochastic Diffusion Search Nature-Inspired Swarm-Intelligence Optimization algorithm to solve the Curse of Dimensionality in Data Science and Machine Learning applications. This is a project for the "Optimization" module of AUTh Computer Science Department.

Time Series Prediction in Python

Flower Pollination Algorithm Optimization Problem

Scientific work I've written at the Bern University of Applied Sciences

My favorite personally projects from a while ago. Topics include: Android games, Simulations, and Board Games with Artificial Intelligence

El Farol Bar Problem in Java

Basic nature-inspired algorithms developed to a master's class lesson

Optimization problem solving with PSO using Inspyred

Rediscovering the code that unites art, nature and science