Auto- & Explainable- ML
R
python
h2o
dalex
auto-ML
explainable-ML
Application of auto-ML and explainable-ML within the multi-platform H2O framework and DALEX
Sentiment Analysis Comparison
python
R
Hugging Face
transformers
vader
sentiment analysis
bot detection
natural language processing
explainable-ML
Comparison of sentiment analysis conducted with a lexicon and rule-based dictionary and state-of-the-art pre-trained language models
Attitudes towards COVID-19 and voting intention in Germany
R
tidyverse
tidymodels
psychometrics
latent class analysis
latent profile analysis
machine learning
deep learning
Feature engineering with psychometrics, used in machine and deep learning models
Recommender system
python
flask
surprise
recommender system
unsupervised ML
A movie recommender with a web interface
Time series
R
gtrends
time series
EDA
dynamic linear modeling
machine learning
deep learning
gluonts
An applications of univariate and multivariate times series
Measuring organizational practices
python
Hugging Face
transformers
torch
R
dictionary development
natural language processing
topic modeling
Measurement instrument for text data
Tweet stream data pipeline for a Slackbot
python
docker
twitter API
MongoDB
etl
vader
sentiment analysis
PostgreSQL
slack bot
Dockerized data pipeline
Face analysis using DeepFace
python
deepface
computer vision
cv2
Face analysis using DeepFace: face recognition, detecting gender and dominant emotion
Moral Foundations Classifier
python
Hugging Face
transformers
torch
A RoBERTa-based classifier designed to predict the presence of ten moral foundations within text
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