All software
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
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)
Mangrove_CH_AGB_estimation
Data and code underlying the publication: Estimating canopy height and aboveground biomass in tropical mangrove restoration areas through multisource remote sensing
- forest structure
- Indonesia
- Machine learning
- + 5
- (Markdown)
- (Other)
- (R)
Source code for the paper "Constructing Phylogenetic Networks via Cherry Picking and Machine Learning"
Source code for the paper "Constructing Phylogenetic Networks via Cherry Picking and Machine Learning"
- Cherry Picking
- Heuristic
- Hybridization
- + 2
- (Markdown)
- (Other)
- (Python)
- + 1
source-code-phd-dissertation
Code repository for Ph.D. dissertation "Safer Causal Inference: Theory & Algorithms for Falsification, Trial Augmentation and Policy Evaluation"
- causality
- computer science
- Machine learning
- + 1
- (JSON)
- ("Jupyter Notebook")
- (large-text-file)
- + 4
Stumblemeter: App and MATLAB code
Stumblemeter: App and MATLAB code
- Accelerometer
- gyroscope
- Machine learning
- + 3
thesis-code-mia-mkp
Code supporting the BSc thesis: "The Illusion of Ability: The Poisoned Promise of LLM Performance. An Evaluation of the Min-K% Prob membership inference attack."
- large language models
- Machine learning
- membership inference
- + 2
- (HTML)
- (JSON)
- (large-text-file)
- + 4
xcrisp
Data and code underlying the publication: X-CRISP: Domain-Adaptable and Interpretable CRISPR Repair Outcome Prediction
- CRISPR
- DNA repair
- explainability
- + 3
aiproteomics
Generate and compare deep learning models for generating synthetic mass spectral libraries
- Machine learning
- mass spectrometry
- phosphoproteomics
- + 1
- ("Jupyter Notebook")
- (Python)
- (Shell)