nicole-dwenger

Nicole Dwenger's repositories

sermon-networks.dk

Unvieling the character gallery of Danish sermons

Language:PythonMIT000

DDB_Tagger

A thesaurus based semantic tagger for Danish texts

Language:Jupyter NotebookMIT000

dm-exam

This repository contains the scripts, model summaries and quality checks for an exam project for Decision Making: Social Decision Making in Schizophrenia

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nlp-exam

Expanding a Danish Sentiment Lexicon Using Pretrained Word Embeddings

Language:Jupyter Notebook100

Scientific-Computing-Workshop-E21

A 3 day workshop on scientific computing with Python assuming previous experience with programming and going through object-oriented programming, numpy and basic linear algebra and finally implementing a simple neural network.

Language:Jupyter NotebookMIT000

cdsspatial-preprocessing

CDS-SPATIAL: Preprocessing. This repository contains the scripts used to preprocess data for a shiny app, to help others find home in a city (London or Berlin) 🏠.

Language:HTML000

cdsspatial-findinghome

CDS-SPATIAL: Shiny App - Finding Home. This repository contains the scripts used to develop a Shiny App to help others find home in a city (London or Berlin) :house:.

Language:R000

cdslanguage-cnn

CDS-LANGUAGE: Assignment 6 - Text Classification using Deep Learning. This repository contains scripts for a logistic regression and deep learning model to classify the season of lines of Games of Thrones.

Language:PythonMIT000

cdslanguage-sentiment

CDS-LANGUAGE: Assignment 3 - Dictionary-Based Sentiment Analysis. This repository contains scripts for sentiment analysis using spaCyTextBlob and VADER on Australian ABC headlines from 2003-2020.

Language:PythonMIT000

cdslanguage-LDA

CDS-LANGUAGE: Assignment 5: (Un)supervised ML. This repository contains a script for LDA topic modelling of transcripts of TedTalks.

Language:PythonMIT000

cdslanguage-disaster

CDS-LANGUAGE: Self-assigned Project - Classification of Disaster Tweets. This repository contains two scripts for classification of disaster tweets: (1) logistic regression using tfidf-vectorisation and (2) fine-tuning Bert. :fire:

Language:PythonMIT000

cdslanguage-network

CDS-LANGUAGE: Assignment 4 - Network Analysis. This repository contains scripts to conduct simple network analysis on a news dataset containing fake and real news.

Language:PythonMIT000

cdsviusal-quickdraw

CDS-VISUAL: Self-Assigned Project - QuickDraw - Culture in Sketches. Repository contains several scripts to investigate QuickDraw! sketches using transfer learning.

Language:PythonMIT000

cdsvisual-cnn-impressionist

CDS-VISUAL: Assignment 5 - CNN on Cultural Image Data. Repository contains a script to classify the artist of impressionist paintings using a CNN with LeNet architecture.

Language:PythonMIT000

cdsvisual-mnistclassification

CDS-VISUAL: Assignment 4 - Classification Benchmarks with MNIST. Repository contains two scripts for classifying MNIST using logistic regression and a shallow neural network.

Language:PythonMIT000

cdsvisual-imagesearch

CDS-VISUAL: Assignment 2 - Image Search. Repository contains two scripts for image search: (1) using colour histograms, (2) using feature embeddings extracted from VGG16 and k-nearest-neighbours algorithm.

Language:PythonMIT000