All software
Democracy Topic Modelling
Various Jupyter notebooks for topic modelling on democracy texts including BERT and dictionary, keyword-based approaches.
- BERT
- dictionary
- Topic Modelling
- Jupyter Notebook
- Python
DG_RoomAcoustics
DG_RoomAcoustics is an open-source python-based software for room acoustics using the time-domain wave-based method. It implements the nodal discontinuous Galerkin method for spatial discretization of the linear acoustic equations, integrated over time with explicit schemes.
- Acoustics
- High performance computing
- python
- Python
Discuit
Python package with the goal to split datasets (e.g. words defined by several variables) into subsets that are as comparable as possible.
- Data
- linguistics
- python
- + 1
- Python
- Shell
Distance explainer
Explainable AI tool for explaining models that create embeddings.
- Embedded spaces
- XAI
- Python
- Jupyter Notebook
- Shell
doc2sentences
A python library to split sentence-wise and convert various document formats to CSV format.
- CSV
- python
- + 1
- Rich Text Format
- Python
- Shell
Drug named entity recognition
A lightweight Python library for finding drug names in a string, otherwise known as named entity recognition (NER) and named entity linking. This library finds only high confidence drugs and doesn't support misspellings at present.
- Data Science
- Medical text
- Natural Language Processing
- + 1
- Jupyter Notebook
- Python
DTBase
DTBase is a starter kit for making your own digital twin. Forking it will get you started with a database, a backend API, infrastructure for data ingress and running models, a basic web frontend, etc. You can then start building the more bespoke features of your digital twin on this foundation.
- Digital Twins
- Python
- HTML
- TypeScript
- + 3
DumME
Scikit-learn compatible version of Mixed-Effects Random Forests
- 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
- Python
- C++
- Shell
eEcology-SMS-reciever
If you have birds flying around carrying UvA-BiTS trackers, then this software can save the SMS messages containing the bird's last known positions which are sent by the tracker to the UvA Bird tracking system's central database.
- Real time data analysis
- Python
- Perl
- Mako
- + 1
EEG_age_prediction
Deep learning for age prediction using EEG data
- deep learning
- EEG Signal
- Time Series
- Jupyter Notebook
- 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