All software
Inseq
Interpretability for sequence generation models 🐛 🔍
- deep learning
- Explainable AI
- generative models
- + 2
- (Dockerfile)
- (Makefile)
- (Python)
laserchicken
Toolkit for preprocessing and feature calculation of point clouds created using airborne laser scanning
- Big data
- Machine learning
- ("Jupyter Notebook")
- (Python)
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
Code accompanying the paper "Modeling the effect of prior austenite grain size on bainite formation kinetics."
Code accompanying the paper "Modeling the effect of prior austenite grain size on bainite formation kinetics."
- Bainite
- Grain size
- Nucleation
- + 2
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)
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
APE
A CLI, Java API and RESTful API for the automated generation of computational pipelines (scientific workflows) from large collections of computational tools.
- Java
- Program synthesis
- Workflow technologies
- (ANTLR)
- ("Common Workflow Language")
- (Java)
Numerical and analytical model for Taylor flow in tubular CO2 electrolyser
Numerical and analytical model for Taylor flow in tubular CO2 electrolyser
- COMSOL
- gas-liquid Taylor flow
- MATLAB
- + 1
calibr8
calibr8 is a Python toolbox for likelihood-based calibration modeling and Bayesian inference. It supports uni- and multivariate problems, continuous & discrete distributions and includes ready to use models for many non-linear problems. It integrates with PyMC for advanced Bayesian inference.
- Calibration
- Data analysis
- Earth & Environment
- + 4
- Jupyter Notebook
- Python
CorC
With CorC, we implemented an IDE to create programs following the Correctness-by-Construction approach. Starting with an abstract specification, CorC supports CbC developers in refining a program by a sequence of refinement steps and in verifying the correctness of these refinements.
- Eclipse
- WebCorC
- Java
- ANTLR
DeepRank2
DeepRank2 is an open-source deep learning framework for data mining of protein-protein interfaces or single-residue missense variants. This package is an improved and unified version of three previously developed packages: DeepRank, DeepRank-GNN and DeepRank-Mut.
- Cancer vaccine
- Convolutional Neural Network
- Deep Learning Framework
- + 5
- (Dockerfile)
- ("Jupyter Notebook")
- (Python)
- + 1