ywaterx

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

SOM-Toolbox

Reinforcement-Learning-and-Optimal-Control

few-shot

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.

imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

PlatEMO

Evolutionary multi-objective optimization platform

Aquatect

Created and optimized an ensemble learning model that combines the power of Support Vector Machine (SVM), k-Nearest Neighbors, Linear Regression, Decision Tree, and Random Forest models, with Linear Regression as the central meta-model. This ensemble approach significantly enhanced the accuracy of reservoir inflow predictions, contributing to more.

nechi-reservoir-network

This repository contains an operational model of the reservoir network in the Nechí catchment, Colombia, and a decision making component simulating operational strategies depending on 12 optimization parameters. For detailed documentation of the models and the results see the publication (Ritter et. al, 2020) linked in the below website.

Code-Master-Thesis

Multiobjective-multi-reservoir-control

eastern-nile-optimization

coregs

Reservoir and electricity system co-optimization framework

Reservoir-Simulation-and-Optimization-models

Simple Reservoir Simulation Problem based on Water Balance, and different Optimization example models

MHA-Workshop

Simulation and multi-objective optimization of the operation of a reservoir system

calvin

reservoir network optimization

pykalman

Kalman Filter, Smoother, and EM Algorithm for Python

Python

All Algorithms implemented in Python

SALib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

16.02.22.Multiobjective

The latest version (2024) of the multi-objective multi-reservoir Zambezi River Basin model, using the EMODPS framework.

parallel_dynamic_programming_for_cascade_reservoirs_optimization

SDDP-WaterReservoir-StochasticOptimization

crop_optimization_paper

Optimization models of the paper:

water_allocation_model

Multi-objective optimization for water resources

Reservoir-Optimization-PEC

Reservoir Optimization Project, PEC-CDAC-MEITY

Cascading_Reservoir_Example

Useful example for optimization

HydroBID-Opt

Reservoir Optimization Model

Precipitation-Data-GHCN-station-observations

GHCN station observation data of daily precipitation

data-imputation-paper

Research code for the paper "A Benchmark for Data Imputation Methods".

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 III