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udacity /deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms

UpdatedNov 16, 2023
Jupyter Notebook

Gradient-Free-Optimizers

SimonBlanke /Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

machine-learning optimization constrained-optimization hyperparameter-optimization meta-heuristic simulated-annealing hill-climbing bayesian-optimization nelder-mead random-search particle-swarm-optimization evolution-strategies blackbox-optimization gradient-free-optimization tree-of-parzen-estimator

UpdatedFeb 4, 2026
Python

100 /Solid

🎯 A comprehensive gradient-free optimization framework written in Python

python machine-learning library algorithm optimization genetic-algorithm machine-learning-algorithms artificial-intelligence genetic-algorithm-framework simulated-annealing hill-climbing evolutionary-algorithm optimization-algorithms particle-swarm-optimization tabu-search stochastic-optimizers metaheuristics discrete-optimization harmony-search continuous-optimization

UpdatedJul 19, 2019
Python

Tw1ddle /geometrize-haxe

📐 Geometrize is a Haxe port of primitive that geometrizes images into geometric primitives

art haxe primitives haxelib geometry-processing hill-climbing geometrize

UpdatedDec 8, 2021
Haxe

snrazavi /AI-Programming-using-Python

This repository contains implementation of different AI algorithms, based on the 4th edition of amazing AI Book, Artificial Intelligence A Modern Approach

genetic-algorithm astar-algorithm simulated-annealing hill-climbing searching-algorithms breadth-first-search depth-first-search uniform-cost-search iterative-deepening-search greedy-search npuzzle astar-search-algorithm depth-limited-search

UpdatedOct 2, 2021
Jupyter Notebook

Chips-n-Salsa

cicirello /Chips-n-Salsa

A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms

java optimization genetic-algorithm scheduling parallel-computing multithreading mutation local-search permutations search-algorithm simulated-annealing adaptive hill-climbing evolutionary-computation metaheuristics discrete-optimization stochastic-sampling hbss vbss randomized-heuristics

UpdatedFeb 4, 2026
Java

Tw1ddle /geometrize-lib

🔶 C++ library for Geometrize, a tool for geometrizing images into geometric primitives

art cpp geometry geometry-processing hill-climbing cpp-library geometrize

UpdatedOct 10, 2023
C++

Baksonator /evolutionary-timetable-scheduling

An algorithm for creating a good timetable for the Faculty of Computing. The algorithm is based on evolutionary strategies, more precisely on the 1+1 evolutionary strategy and Shotgun hill climbing.

research optimization genetic-algorithm timetable evolutionary-algorithms hill-climbing timetable-generator optimization-algorithms evolutionary-strategies timetable-formats

UpdatedSep 28, 2019
Python

selimfirat /ai-n-queens

Solving and GUI demonstration of traditional N-Queens Problem using Hill Climbing, Simulated Annealing, Local Beam Search, and Genetic Algorithm.

ai genetic-algorithm artificial-intelligence beam-search simulated-annealing hill-climbing optimization-algorithms n-queens discrete-optimization

UpdatedJul 4, 2017
Java

random-art-generator

zeh /random-art-generator

Command-line application to produce generative art based on a target image

rust procedural-generation image-processing generative-art cli-app hill-climbing computer-art

UpdatedJan 24, 2023
Rust

mykeels /MSearch

A C# Library to aid programming for meta-heuristics

algorithm dotnet genetic-algorithm local-search simulated-annealing hill-climbing metaheuristics artificial-bee-colony flower-pollination

UpdatedJun 3, 2018
C#

thomasWeise /moptipy

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

python optimization genetic-algorithm evolutionary-algorithms experimentation simulated-annealing hill-climbing evolutionary-computation memetic-algorithms optimization-algorithms random-walk metaheuristics heuristic-optimization replicability randomized-local-search

UpdatedFeb 2, 2026
Python

mhrimaz /KnapsackFX

Solving Knapsack 0/1 problem with various Local Search algorithms like Hill Climbing, Genetic Algorithms, Simulated Annealing, Tabu Search

java genetic-algorithm artificial-intelligence simulated-annealing hill-climbing knapsack-problem tabu-search

UpdatedMay 11, 2017
Java

torognes /enigma

Enigma cipher tool

cryptography encryption cipher enigma decryption hill-climbing

UpdatedMar 31, 2021
C++

raphael-sch /HC_Sentence_Summarization

Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction

summarization hill-climbing sentence-summarization headline-generation unsupervised-summarization unsupervised-sentence-summarization

UpdatedJun 25, 2022
Python

CasperKristiansson /Elements-of-AI-Building-AI

All exercises for the course Elements of AI - Building AI

machine-learning deep-learning naive-bayes linear-regression nearest-neighbor-search naive-bayes-classifier neural-networks logistic-regression hill-climbing bayes-classifier naive-bayes-algorithm linear-regression-models overfitting bayes-rule building-ai elements-of-ai probability-fundamentals

UpdatedJan 13, 2022
Python

mtrebi /ImagesPrimitives

Reproduce images using geometric primitives

art graphics multithreading hill-climbing

UpdatedNov 24, 2017
C++

rish-16 /Metroplex

Using Simulated Annealing, Hill Climbing, and Genetic Algorithms to recreate images using shapes 🤖 🧬

art genetic-algorithm image-processing neuroevolution simulated-annealing hill-climbing

UpdatedFeb 26, 2023
Python

Tw1ddle /geometrize-haxe-demo

Demo using Geometrize Haxe and HaxeFlixel to recreate images with geometric primitives

art haxe primitives hill-climbing haxeflixel geometric-shapes geometric geometrize

UpdatedNov 21, 2021
Haxe

vitorverasm /ai-nqueens

This is a n-queen problem solver using local search algorithms.

python artificial-intelligence local-search simulated-annealing hill-climbing n-queens random-restart n-queens-problem

UpdatedFeb 26, 2018
Python

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