All software
Democracy Scraping Tool
A scraping tool to scrape various sources of country reports.
- scraping
- (Python)
Democracy text classification
LLM transfer learning to classify country reports into democracy dimensions.
- fine-tuning
- llm
- transfer learning
- ("Jupyter Notebook")
- (Python)
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)
diffWOFOST
The python package diffWOFOST is a differentiable implementation of WOFOST models using torch, allowing gradients to flow through the simulations for optimization and data assimilation.
- Data Analysis
- deep learning
- High performance computing
- + 2
- (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
- ("Jupyter Notebook")
- (Python)
- (Shell)
doc2sentences
A python library to split sentence-wise and convert various document formats to CSV format.
- CSV
- python
- + 1
- (Python)
- ("Rich Text Format")
- (Shell)
document-segementation
Tool for identifying document boundaries and categories from VoC inventories.
- AI
- deep learning
- Machine learning
- + 2
- ("Jupyter Notebook")
- (Python)
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
- (CSS)
- (HTML)
- (JavaScript)
- + 3
DumME
Scikit-learn compatible version of Mixed-Effects Random Forests
- (Python)