Top repositories
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pyMetaheuristic
pyMetaheuristic: A Comprehensive Python Library for OptimizationPython
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pyDecision
pyDecision is a comprehensive Python library that encompasses a wide array of Multi-Criteria Decision Analysis (MCDA) methods. These powerful and versatile tools assist in making effective decisions by comparing alternatives based on multiple criteria, making it a valuable resource for researchers, analysts, and decision-makers.Python
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pyMultiobjective
A python library for the following Multiobjective Optimization Algorithms or Many Objectives Optimization Algorithms: C-NSGA II; CTAEA; GrEA; HypE; IBEA-FC; IBEA-HV; MOEA/D; NAEMO; NSGA II; NSGA III; OMOPSO; PAES; RVEA; SMPSO; SMS-EMOA; SPEA2; U-NSGA IIIPython
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pyCombinatorial
A library to solve the TSP (Travelling Salesman Problem) using Exact Algorithms, Heuristics and Metaheuristics : 2-opt; 2.5-opt; 3-opt; 4-opt; 5-opt; 2-opt Stochastic; 2.5-opt Stochastic; 3-opt Stochastic; 4-opt Stochastic; 5-opt Stochastic; Ant Colony Optimization; Bellman-Held-Karp Exact Algorithm; Branch & Bound; BRKGA (Biased Random Key Genetic Algorithm); Brute Force; Cheapest Insertion; Christofides Algorithm; Clarke & Wright (Savings Heuristic); Concave Hull Algorithm; Convex Hull Algorithm; Elastic Net; Extremal Optimization; Farthest Insertion; Genetic Algorithm; GRASP (Greedy Randomized Adaptive Search Procedure); Greedy Karp-Steele Patching; Guided Search; Hopfield Network; Iterated Search; Karp-Steele Patching; Multifragment Heuristic; Nearest Insertion; Nearest Neighbour; Random Insertion; Random Tour; Scatter Search; Simulated Annealing; SOM (Self Organizing Maps); Space Filling Curve (Hilbert); Space Filling Curve (Morton); Space Filling Curve (Sierpinski); Stochastic Hill Climbing; Sweep; Tabu Search; Truncated Branch & Bound; Twice-Around the Tree Algorithm (Double Tree Algorithm); Variable Neighborhood Search.Python
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pyBibX
A Bibliometric and Scientometric Python Library Powered with Artificial Intelligence ToolsPython
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Metaheuristic-Grey_Wolf_Optimizer
Grey Wolf Optimizer to Minimize Functions with Continuous VariablesPython
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pyVRP
The pyVRP is python library that solves (using Genetic Algorithms): Capacitated VRP, Multiple Depot VRP, VRP with Time Windows, VRP with Homogeneous or Heterogeneous Fleet, VRP with Finite or Infinite Fleet, Open or Closed Routes, TSP, mTSP and various combination of these types.Python
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pyInterDemand
A python Library for Intermittent Demand Methods: Croston, SBA, SBJ, TSB, HES, LES and SESPython
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Metaheuristic-Local_Search-Variable_Neighborhood_Search
Variable Neighborhood Search Function for TSP problemsPython
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C4.5
C4.5 Algorithm - A Decision Tree for Numerical and Categorical Data that can Handle Missing Values and Pruning MethodsPython
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Metaheuristic-Whale_Optimization_Algorithm
Whale Optimization Algorithm to Minimize Functions with Continuous VariablesPython
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Metaheuristic-Local_Search-GRASP
GRASP (Greedy Randomized Adaptive Search Procedure) Function for TSP problems.Python
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Metaheuristic-Salp_Swarm_Algorithm
Salp Swarm Algorithm to Minimize Functions with Continuous VariablesPython
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J-Electre
Electre I, I_s, I_v, II, III, IV, TRI and TRI-ME SoftwareJava
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J-Horizon
(Update-15-MAY-2020) A Vehicle Routing Problem Software. CVRP (Capacitated VRP), MDVRP (Multiple Depot VRP), VRPTW (VRP with Time Windows), VRPB (VRP with Backhauls), VRPPD (VRP with Pickups and Deliveries), VRP with Homogeneous or Heterogeneous Fleet, Finite or Infinite Fleet, TSP, mTSP and various combination of these typesJava
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Metaheuristic-Flower_Pollination_Algorithm
Flower Pollination Algorithm to Minimize Functions with Continuous VariablesPython
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Summary
Summary of my Repositories with Hyperlinks. Lessons and Colab Demos are also included. SEMENDE 2023 (AI Talk) https://bit.ly/46UwTnD
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Metaheuristic-Sine_Cosine_Algorithm
Sine Cosine Algorithm to Minimize Functions with Continuous VariablesPython
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Metaheuristic-Ant_Lion_Optimizer
Ant Lion Optimizer to Minimize Functions with Continuous VariablesPython
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Metaheuristic-Artificial_Bee_Colony_Optimization
Artificial Bee Colony Optimization to Minimize Functions with Continuous VariablesPython
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Metaheuristic-SPEA_2
SPEA 2 (Strength Pareto Evolutionary Algorithm 2) Function to Minimize Multiple Objectives with Continuous Variables. Real Values EncodedPython
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Metaheuristic-Multi-Verse_Optimizer
Multi-Verse Optimizer to Minimize Functions with Continuous VariablesPython
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Recommender-Systems-Content_Based_Filtering
Content-Based Filtering using TF-IDF Matrices with Cosine SimilarityPython
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Metaheuristic-Local_Search-Tabu_Search
Tabu Search Function for TSP problemsPython
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Datasets
Datasets used in the Google Colab LessonsTeX
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Metaheuristic-Local_Search-2-opt_Stochastic
Stochastic 2-opt Function for TSP problemsPython
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Metaheuristic-Local_Search-Scatter_Search
Scatter Search Function for TSP problemsPython
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Metaheuristic-Cuckoo_Search
Cuckoo Search to Minimize Functions with Continuous VariablesPython
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Metaheuristic-Moth_Flame_Algorithm
Moth Flame Algorithm to Minimize Functions with Continuous VariablesPython
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CART
CART Algorithm - A Decision Tree for Numerical and Categorical Data that can Handle Missing Values and Pruning MethodsPython
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pyAutoSummarizer
pyAutoSummarizer - An Extractive and Abstractive Summarization Library Powered with Artificial IntelligencePython
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Metaheuristic-Local_Search-Extremal_Optimization
Extremal Optimization Function for TSP problemsPython
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Metaheuristic-Local-Search-3-opt
3-opt Function for TSP problemsPython
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Metaheuristic-Local_Search-Iterated_Search
Iterated Search Function for TSP problemsPython
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Forecasting-01-Moving_Averages
Calculates the Centered Moving Average (Weighted, Simple or Exponential) of a Time SeriesPython
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mcdm_scheduler
A MCDM approach for Scheduling ProblemsPython
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Voracious-AHP
This software remove or reduce the inconsistency from an AHP MatrixJava
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Latent-Dirichlet-Allocation
Latent Dirichlet Allocation (LDA) function. Also computes the dtm, binary dtm, tf dtm and tf-idf dtmPython
3
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Metaheuristic-Firefly_Algorithm
Firefly Algorithm to Minimize Functions with Continuous VariablesPython
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ELECTRE-Tree
Python
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Metaheuristic-Simulated_Annealing
Simulated Annealing to Minimize Functions with Continuous VariablesPython
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Metaheuristic-Ant_Colony_Optimization
Ant Colony Optimization Function for TSP problemsPython
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Ranking-Trees
Ranking-Trees Multicriteria AlgorithmPython
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pyRecommenderSystem
A Recommender System Python LibraryPython
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Metaheuristic-Local-Search-2-opt
2-opt Function for TSP problemsPython
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Metaheuristic-Local_Search-Guided_Search
Guided Search Function for TSP problemsPython
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Data_Science_Models
Machine Learning, Deep Machine Learning & Artificial Intelligence Models in MS EXCEL
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Metaheuristic-Local-Search-4-opt
4-opt Function for TSP problemsPython
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Random-Forest
Random Forest Algorithm - A Decision Tree Ensemble for Numerical and Categorical Data that can Handle Missing ValuesPython
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Metaheuristic-Memetic_Algorithm
Memetic Algorithm with Lamarckian Learning (xhc - Crossover Hill Climbing) to Minimize Functions with Continuous Variables. Real Values EncodingPython
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Iterative-Dichotomiser-3
ID3 Algorithm - A Decision Tree for Categorical Data with Pruning MethodsPython
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Metaheuristic-Cross_Entropy_Method
Cross Entropy Method (or KullbackโLeibler divergence) to Minimize Functions with Continuous VariablesPython
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Neural-Networks
Pure Python Neural Network Function for Binary or Linear ProblemsPython
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Metaheuristic-NSGA_II
NSGA II (Non-Dominated Sorting Genetic Algorithm II) Function to Minimize Multiple Objectives with Continuous Variables. Real Values EncodedPython
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Recommender-Systems-Collaborative_Filtering-Regression_User_Based
Collaborative Filtering Function using an User Based Regression ApproachPython
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ec_promethee
The EC-PROMETHEE Method - A Committee Approach for Outranking Problems Using Randoms WeightsPython
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pyCritical
CPM & PERT methods with Gantt chart plotsPython
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ga_scheduler
A Comprehensive Library for Solving Machine Scheduling Problems Using Genetic AlgorithmsPython
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Forecasting
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Metaheuristic-Bat_Algorithm
Bat Algorithm to Minimize Functions with Continuous VariablesPython
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Metaheuristic-Particle_Swarm_Optimization
Paticle Swarm Optimization to Minimize Functions with Continuous VariablesPython
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pyMissingAHP
A Method to Infer AHP Missing Pairwise ComparisonsPython
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Method_3MOAHP
Inconsistency Reduction Technique for AHP and Fuzzy-AHP MethodsPython
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Forecasting-04-Holt_Winters
Calculates the Additive or Multiplicative Holt-Winters' Method for Time Series with Trend and SeasonalityPython
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Reinforcement-Learning
Solving Games (Tic-Tac-Toe and Gridworld) using the Q-Learning Algorithm, a Tabular Reinforcement Learning Technique. Code in Python, Game in htmlJavaScript
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