All software
swyft
swyft is the official implementation of Truncated Marginal Neural Ratio Estimation, a hyper-efficient, simulation-based inference technique for complex data and expensive simulators.
- Bayesian Inference
- Data Analysis
- ("Jupyter Notebook")
- (Python)
eAC_charging_infra_optimization
Code underlying the publication: Optimizing the battery charging and swapping infrastructure for electric short-haul aircraft—The case of electric flight in Norway
- Battery swapping systems
- Commuter air transport
- Electric aviation
- + 3
- (Markdown)
- (Other)
- (Python)
Fit a double logistic function to a Sentinel-2 vegetation index (VI) time series
Fit a double logistic function to a Sentinel-2 vegetation index (VI) time series
- double logistic function
- local and global functions
- Time Series
- + 1
Retrieving multi-temporal max/min temperature of target area into a csv file
Retrieving multi-temporal max/min temperature of target area into a csv file
- csv output
- grid
- minimum and maximum temperature
- + 2
Inseq
Interpretability for sequence generation models 🐛 🔍
- deep learning
- Explainable AI
- generative models
- + 2
- (Dockerfile)
- (Makefile)
- (Python)
Basic code for simulations of reduced Gilad model
Basic code for simulations of reduced Gilad model
- dynamical systems
- matlab code
- pattern formation
- + 2
Imitation learning model and datasets: "A Study of Learning Search Approximation in Mixed Integer Branch and Bound: Node Selection in SCIP"
Imitation learning model and datasets: "A Study of Learning Search Approximation in Mixed Integer Branch and Bound: Node Selection in SCIP"
- branch-and-bound
- imitation learning
- MIP
- + 3
mpcrl-greenhouse
Software underlying publication: Reinforcement learning-based model predictive control for greenhouse climate control
- Agriculture
- Greenhouse climate control
- Model predictive control
- + 1
- (Markdown)
- (Other)
- (Python)
AMBER
A real-time pipeline to search for Fast Radio Bursts and other transient radio sources.
- Big data
- GPU
- High performance computing
- + 1
- (C++)
- (CMake)
Code supporting the publication: Going in style: Audio backdoors through stylistic transformations.
Code supporting the publication: Going in style: Audio backdoors through stylistic transformations.
- backdoor attack
- deep learning
- Google Speech Commands
- + 4
- (Other)
- (Python)
- (Shell)
MUSCLE3
MUSCLE3 is a coupling library for building multiscale simulations out of single-scale models.
- High performance computing
- Multi-scale & multi model simulations
- (C)
- (C++)
- (Dockerfile)
- + 4
OMUSE
A Python environment to interface and couple oceanographic and other earth system model codes.
- High performance computing
- Multi-scale & multi model simulations
- (Batchfile)
- (C)
- (C++)
- + 10