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Tomek Janus's Projects

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

deap icon deap

Distributed Evolutionary Algorithms in Python

drawit-dash-app icon drawit-dash-app

Dash-powered ineractive explorer of the results of the DRAWIT project

epanet icon epanet

The Water Distribution System Hydraulic and Water Quality Analysis Toolkit

ghg_emissions_myanmar icon ghg_emissions_myanmar

Collection of notebooks performing analysis of data and visualisations of outputs for a research paper on evaluation of GHG emissions in Burmese reservoirs

milp-scheduling icon milp-scheduling

Feasibility study on using mixed-integer-linear programming for solving optimal pump scheduling problem in water distribution networks.

moead-py icon moead-py

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

moeaframework icon moeaframework

A Free and Open Source Java Framework for Multiobjective Optimization

mya_emissions_map icon mya_emissions_map

Visualisation of outputs (demo) from re-emission GHG emission estimation software and HEET - catchment and reservoir delineation tool

nsga-iii icon nsga-iii

NSGA-III, A-NSGA-III, and A^2-NSGA-III algorithms based on Kanpur Genetic Algorithms Laboratory's code. They solve Multi-objective Optimization Problems (MOPs) and Many-objective Optimization Problems (MaOPs) with constraints (Real and binary decision variables).

nsga3 icon nsga3

An implementation of the NSGA-III algorithm in C++

openresearch2024-presentation icon openresearch2024-presentation

Slides for the talk entitled: "Open and Reproducible in a Large Multinational Project? - Low-Emission Hydroelectric Dam Expansion Planning in Myanmar"

parflow-pywr icon parflow-pywr

Connection of pywr water resources model to parflow hydrological model

passphrase-scrambler icon passphrase-scrambler

Scrambles multiword passphrases such that they cannot be used by 3rd party without additional information

pownet icon pownet

PowNet: Network-constrained Unit Commitment / Economic Dispatch model in Python with data for Cambodian power system

pyfavor icon pyfavor

Source code for automating interoperability between WDN simulation in WNTR and burst detection software eFAVOR

pygwalker icon pygwalker

PyGWalker: Turn your pandas dataframe into a Tableau-style User Interface for visual analysis

pymoo icon pymoo

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

pyscipopt icon pyscipopt

Python interface for the SCIP Optimization Suite

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