All software
ochre
A tool to clean up text generated by OCR using individual words as well as their context.
- Machine learning
- Text analysis & natural language processing
- ("Common Workflow Language")
- (HTML)
- ("Jupyter Notebook")
- + 2
Online COP heuristic learning code: "Online Learning of Variable Ordering Heuristics for Constraint Optimisation Problems"
Online COP heuristic learning code: "Online Learning of Variable Ordering Heuristics for Constraint Optimisation Problems"
- constraint optimisation problem
- Gecode
- Machine learning
- + 3
supervised-learning-pwa-mpc
Software underlying the publication: Learning-based model predictive control for piecewise affine systems with feasibility guarantees
- Feasibility
- Hybrid Systems
- Machine learning
- + 1
- (Markdown)
- (Matlab)
- (Other)
- + 1
qumia-train-scripts
Scripts and files related to ML training for the QUMIA project
- Machine learning
- Neuromuscular
- ultrasound imaging
- ("Jupyter Notebook")
- (Python)
- (Shell)
TaxoTagger
DNA barcode identification, powered by semantic searching.
- Fungi
- Machine learning
- semantic search
- + 3
- (Makefile)
- (Mustache)
- (Python)
Absorption Coefficient Estimator using Domain Adaptation
Code underlying the research project: Extracting absorption coefficients from a room impulse response using a convolutional neural network with domain adaptation
- Absorption Coefficient
- domain adaptation
- Machine learning
- + 3
- (Markdown)
- (Matlab)
- (Other)
- + 1
CLEAR-IT
CLEAR-IT, a framework for Contrastive Learning to Capture the Immune Composition of Tumor Microenvironments (software, GitHub mirror)
- cell phenotyping
- Contrastive Learning
- deep learning
- + 6
- ("Jupyter Notebook")
- (Markdown)
- (Other)
- + 2
Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model"
Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model"
- data augmentation
- deep ensembles
- Machine learning
- + 2
Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model" - VizDoom
Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model" - VizDoom
- data augmentation
- deep ensembles
- Machine learning
- + 2
Code accompanying the paper "Universal Value-Function Uncertainties"
Code accompanying the paper "Universal Value-Function Uncertainties"
- deep ensembles
- deep learning
- Exploration
- + 4
Code Repository of "Advancing Data Quality Assurance with Machine Learning: A Case Study on Wind Vane Stalling Detection"
Code Repository of "Advancing Data Quality Assurance with Machine Learning: A Case Study on Wind Vane Stalling Detection"
- Atmospheric Boundary Layer
- Cabauw Experimental Site for Atmospheric Research
- Data Quality
- + 1
diverse-projection-ensembles
Code accompanying the paper "Diverse projection ensembles for distributional reinforcement learning"
- deep learning
- Distributional Reinforcement Learning
- Exploration
- + 4
- (Markdown)
- (Other)
- (Python)