Tomek Janus's Projects
An experimental open-source attempt to make GPT-4 fully autonomous.
Blockchain Implementation in Python from Scratch
Implement your own Blockchain from Scratch
This is the source code for the paper Efficiently Approximating High-dimensional Pareto Frontiers for Tree-structured Networks using Expansion and Compression, CPAIOR 2023. We will release the source code soon.
Distributed Evolutionary Algorithms in Python
Dash-powered ineractive explorer of the results of the DRAWIT project
The Water Distribution System Hydraulic and Water Quality Analysis Toolkit
Mapping the world's free-flowing rivers
Collection of notebooks performing analysis of data and visualisations of outputs for a research paper on evaluation of GHG emissions in Burmese reservoirs
Feasibility study on using mixed-integer-linear programming for solving optimal pump scheduling problem in water distribution networks.
A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)
A Free and Open Source Java Framework for Multiobjective Optimization
Visualisation of outputs (demo) from re-emission GHG emission estimation software and HEET - catchment and reservoir delineation tool
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).
An implementation of the NSGA-III algorithm in C++
Slides for the talk entitled: "Open and Reproducible in a Large Multinational Project? - Low-Emission Hydroelectric Dam Expansion Planning in Myanmar"
Connection of pywr water resources model to parflow hydrological model
Scrambles multiword passphrases such that they cannot be used by 3rd party without additional information
LP and MILP relaxation sequences for univariate functions
PowNet: Network-constrained Unit Commitment / Economic Dispatch model in Python with data for Cambodian power system
Presentation delivered after a Tyndall seminar on 09 May 2024
Source code for automating interoperability between WDN simulation in WNTR and burst detection software eFAVOR
PyGWalker: Turn your pandas dataframe into a Tableau-style User Interface for visual analysis
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Python interface for the SCIP Optimization Suite