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Lukas Gehrig's Projects

imdb_sentiment_analysis icon imdb_sentiment_analysis

Here, we attempt to classify the reviews of movies on the IMBD review dataset https://www.kaggle.com/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews as to whether they are positive or negative. For this purpose, we use a pre-trained deep neural network DistilBert.

oskar-build icon oskar-build

🔨 Repository with Actions to build conda packages of OSKAR and push them to the conda package repository.

rent_prediction icon rent_prediction

Data retrieval of rental properties in Switzerland from "Immoscout24". This is followed by data analysis and cleansing for better forecasting. Creation of a multiple linear regression model and a neural network to estimate the rent price. The neural network was built from scratch.

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