All software
GSI_ToolBox
GSI ToolBox underlying the publication: A Wave Scattering Approach to Modelling Surface Roughness in Orbital Aerodynamics
- aerodynamic drag
- gas-surface interaction
- scattering dynamics
- + 1
- C
- C++
- CSS
- + 7
Implementation of approximate SDD-TMPC (state-dependent dynamic tube model predictive control) for a nonlinear problem
Implementation of approximate SDD-TMPC (state-dependent dynamic tube model predictive control) for a nonlinear problem
- Approximate MPC
- Robust optimization
- Spiking neural networks
- C
- HTML
- Jupyter Notebook
- + 7
JuliaTrustworthyAI/CounterfactualTraining.jl
Software and data underlying the publication: "Counterfactual Training: Teaching Models Plausible and Actionable Explanations"
- Adversarial Machine Learning
- Algorithmic Recourse
- Counterfactual Explanations
- + 3
- CSS
- HTML
- JavaScript
- + 6
laplace-vrnn
Code underlying the publication: Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks
- Bayesian optimisation
- codebase
- deep learning
- + 2
- Markdown
- Other
- Python
- + 2
MLATjs
MLAT application - an application designed to visualize accuracy of MLAT measurments over large areas
- Aerospace
- data visualization
- Localization
- + 2
- Automake
- C
- C#
- + 14
ML-bias-prediction-MW-Radiances
Code underlying: Bias prediction of microwave radiance observations using machine learning methods
- Bias correction
- Data Science
- HARMONIE-AROME
- + 3
- large-text-file
- Markdown
- Other
- + 2
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning - code
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning - code
- Contrastive Learning
- Morality
- Natural Language Processing
- + 1
- CSS
- HTML
- JavaScript
- + 6
Morph
Morph: Code Supporting the Publication: Dynamic Topology Optimization for Non-IID Data in Decentralized Learning
- Communication Graph
- Decentralized Learning
- Heterogeneous Data Distribution
- + 2
- JSON
- Markdown
- Other
- + 2
mpvas-experiments
Source code underlying the publication: Privacy-Preserving Data Aggregation with Public Verifiability Against Internal Adversaries
- multi-party computation
- privacy-preserving summation
- public verifiability
- + 2
- Markdown
- Other
- Python
- + 1
Nomad
Code supporting the publication: Nomad: Accelerating Geo-distributed Learning with Client Transfers
- asynchronous learning
- client-churn
- federated learning
- + 2
- JSON
- Markdown
- Other
- + 3
non-stationary-noise
Code and data for the master's thesis "Power Spectra of Non-stationary Noises"
- decoherence
- Non-stationary process
- power spectrum
- + 2
- Jupyter Notebook
- large-text-file
- Markdown
- + 3
perm_map_circuits
Code underlying: Efficient Circuits for Permuting and Mapping Packed Values Across Leveled Homomorphic Ciphertexts
- cryptography
- graph coloring
- homomorphic encryption
- + 1
- C
- C++
- Markdown
- + 2