tomjanus
Jack of all trades, master of none. Water, chemical and control engineer with interest in all things that count.
University of Manchester, De Montfort UniversityUnited Kingdom
Pinned Repositories
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
Awesome-Time-Series-Explainability
A list of (post-hoc) XAI for time series
Blockchain-Implementation-in-Python-from-Scratch
Blockchain Implementation in Python from Scratch
Blockchain-in-JavaScript-from-Scratch
Implement your own Blockchain from Scratch
DALEX
moDel Agnostic Language for Exploration and eXplanation
Dam-Portfolio-Selection-Expansion-and-Compression-CPAIOR
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.
ghg_emissions_myanmar
Collection of notebooks accompanying a research paper on evaluating GHG emissions from hydroelectric, multipurpose and irrigation reservoirs in Myanmar
milp-scheduling
Feasibility study on using mixed-integer-linear programming for solving optimal pump scheduling problem in water distribution networks.
parflow-pywr
Connection of pywr water resources model to parflow hydrological model
reemission
RE-emission is a collection of methods for calculating GHG emisisons from reservoirs
tomjanus's Repositories
tomjanus/milp-scheduling
Feasibility study on using mixed-integer-linear programming for solving optimal pump scheduling problem in water distribution networks.
tomjanus/reemission
RE-emission is a collection of methods for calculating GHG emisisons from reservoirs
tomjanus/ghg_emissions_myanmar
Collection of notebooks accompanying a research paper on evaluating GHG emissions from hydroelectric, multipurpose and irrigation reservoirs in Myanmar
tomjanus/parflow-pywr
Connection of pywr water resources model to parflow hydrological model
tomjanus/Awesome-Time-Series-Explainability
A list of (post-hoc) XAI for time series
tomjanus/DALEX
moDel Agnostic Language for Exploration and eXplanation
tomjanus/drawit-dash-app
Dash-powered ineractive explorer of the results of the DRAWIT project
tomjanus/eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
tomjanus/fastshap
An amortized approach for calculating local Shapley value explanations
tomjanus/geocaret
GeoCARET is a Geospatial CAtchment and REservoir analysis Tool - software for delineating reservoirs and catchments and deriving their properties from global geospatial datasets.
tomjanus/geocaret-reemission
This repository contains a folder structure and files required to run geocaret and reemission from their Docker images
tomjanus/ghg-mya-moo-results
tomjanus/glime
GLIME is a post-hoc explanation method which is proved to be much more stable and faithful than LIME.
tomjanus/lime
Lime: Explaining the predictions of any machine learning classifier
tomjanus/lime_stability
tomjanus/MOEAFramework
A Free and Open Source Java Framework for Multiobjective Optimization
tomjanus/mya_emissions_map
Visualisation of outputs (demo) from re-emission GHG emission estimation software and HEET - catchment and reservoir delineation tool
tomjanus/mya_map
tomjanus/openresearch2024-presentation
Slides for the talk entitled: "Open and Reproducible in a Large Multinational Project? - Low-Emission Hydroelectric Dam Expansion Planning in Myanmar"
tomjanus/OpenXAI
OpenXAI : Towards a Transparent Evaluation of Model Explanations
tomjanus/PhanDA
tomjanus/PooPyLab_Project
An open source biological wastewater treatment simulation software...
tomjanus/presentation-tyndall-may2024
Presentation delivered after a Tyndall seminar on 09 May 2024
tomjanus/pyfavor
Source code for automating interoperability between WDN simulation in WNTR and burst detection software eFAVOR
tomjanus/reemission_demo_map
Map in Folium created by the reemission demo
tomjanus/shap
A game theoretic approach to explain the output of any machine learning model.
tomjanus/slime
tomjanus/tyndallassembly24
Presentation for the Tyndall Assembly at University of Manchester, 2024
tomjanus/WNTR
An EPANET compatible python package to simulate and analyze water distribution networks under disaster scenarios.
tomjanus/YouCompleteMe
A code-completion engine for Vim