All software
AttentionLayer.jl
Implements the Attention mechanism in Julia as a modular Lux layer
- Julia Package
- Machine learning
- Scientific machine learning
- (Julia)
bird-cloud-gnn
bird-cloud-gnn is a Python package that helps generate a graph representation from point cloud data and fits graph neural networks for classification problem
- Classification
- Graph Neural Network
- Machine learning
- + 2
- (Python)
cleanX
CleanX is an open-source python library for exploring, cleaning and augmenting large datasets of X-rays, or certain other types of radiological images.
- Image processing
- Machine learning
- (Dockerfile)
- ("Jupyter Notebook")
- (Python)
- + 3
CoeusAI
The CoeusAI QGIS plugin is designed for exploration of multiband geospatial datasets. It lets the user iteratively train and retrain segmentation models in seconds. A combination of Deep learning and traditional machine learning is used, leveraging the best of both methods.
- deep learning
- gis
- Machine learning
- + 2
- (Python)
ConvolutionalNeuralOperators.jl
Julia package to implement Convolutional Neural Operators
- Julia Package
- Machine learning
- Scientific machine learning
- (Julia)
CoupledNODE
CoupledNODE.jl is a SciML repository that extends NODEs (Neural Ordinary Differential Equations) to C-NODEs (Coupled Neural ODEs), providing a data-driven approach to modelling solutions for multiscale systems when exact solutions are not feasible.
- Julia Language
- Julia Package
- Machine learning
- + 1
- (Julia)
- (Shell)
document-segementation
Tool for identifying document boundaries and categories from VoC inventories.
- AI
- deep learning
- Machine learning
- + 2
- ("Jupyter Notebook")
- (Python)
e2e-Dutch
Coreference resolution for Dutch: automatically links references to the same entity in Dutch written texts.
- Machine learning
- Text analysis & natural language processing
- (C++)
- (Python)
- (Shell)
EEG epilepsy diagnosis
R package developed to extract features from multivariate time series from EEG data and feed them into a random forest classifier.
- Machine learning
- (R)
- (Rebol)
EXCITED Machine Learning Workflow
An open workflow for creating machine learning models for estimating the global biospheric CO2 exchange.
- CO2
- Data Analysis
- geospatial
- + 4
- ("Jupyter Notebook")
- (Python)
Forecasting the grid emission factor for the Netherlands
A workflow to produce emission factor forecasts for the electricity mix of the Netherlands, up to 7 days ahead.
- electricity grid
- emission factor
- Forecasting
- + 1
- (Dockerfile)
- (Python)
htr-quality-classifier
A package to determine the quality of a a digitized text, from a handwritten script or scanned print (HTR/OCR output).
- Machine learning
- python
- Text analysis & natural language processing
- ("Jupyter Notebook")
- (Python)
- (Shell)