Software | Research Software Directory

CIRRUS-HL-campaign-codes---Code-accompanying-dissertation

CIRRUS-HL campaign codes - Codes accompanying dissertation

Airborne measurements
Background aerosol
Backward trajectories
+ 7

Python
Markdown
YAML
+ 1

4

10

SWMM_GNN_Repository_Paper_version

SWMM GNN metamodel – Code for paper: Transferable and Data Efficient Metamodeling of Storm Water System Nodal Depths Using Auto-Regressive Graph Neural Networks

GNN
Graph neural networks
Machine learning
+ 5

Other
Python
Jupyter Notebook
+ 2

4

7

Microscopy data, code and analysis underlying the publication "Optical STEM detection for scanning electron microscopy"

Electron Detection
Instrumentation Development
Scanning Electron Microscopy
+ 2

Other
Markdown
Jupyter Notebook
+ 2

6

Source, documentation, tests: MACE: Automated Assessment of Stereochemistry of Transition Metal Complexes and its Applications in Computational Catalysis

automation
chemoinformatics
Computational Chemistry
+ 6

Chemical XYZ
Other
Jupyter Notebook
+ 5

2

6

Code underlying the publication: "RESTAD: Reconstruction and Similarity Transformer for time series Anomaly Detection"

Anomaly detection
Radial Basis Function (RBF) kernel
Time Series
+ 1

Python
YAML
Markdown
+ 1

3

endogenous-macrodynamics-in-algorithmic-recourse

Software and data underlying the publication: Endogenous Macrodynamics in Algorithmic Recourse

Algorithmic Recourse
Counterfactual Explanations
Dynamic Systems
+ 1

Other
HTML
JSON
+ 8

3

mpcrl-for-ramp-metering

Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering

Model predictive control
Ramp Metering
Reinforcement learning

Python
Other
Markdown
+ 1

1

2

Software and data underlying the publication: Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Classification and Regression
Deep Generative Models & Autoencoders
Humanities & Computational Social Science
+ 1

TeX
Other
Julia
+ 6

3

2

agda-core

Code underlying the publication: Building a Correct-By-Construction Type Checker for a Dependently Typed Core Language

core language
Dependent Types
type-checking
+ 2

Other
Haskell
YAML
+ 1

2

1

Code underlying the publication: "PATE: Proximity-Aware Time series anomaly Evaluation"

Anomaly detection
Evaluation Metrics
Precision
+ 2

Python
YAML
Markdown
+ 1

3

1

CounterfactualExplanations.jl

Software and data underlying the publication: Explaining Black-Box Models through Counterfactuals

Algorithmic Recourse
Counterfactual Explanations
explainable artificial intelligence
+ 1

Other
Julia
TeX
+ 7

3

1

det2d-read

Python package to read 2D human poses from json files

2D pose detection
Data loading
Multiprocessing
+ 1

Python
Markdown
Other
+ 2

1

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