Patrick Hiemsch 's repositories
Diffusion-Models-for-Brain-Tumor-MRI-Scans
Training of Noise-to-Image Diffusion Model on Multi-Channel Brain Tumor MRI Scans.
Spaceship-Titanic-Kaggle-Challenge
Spaceship Titanic Kaggle Challenge - Includes detailed EDA and statistical analysis, NaN-Imputation and Modeling. (> 80% accuracy, top 6% on 09.08.22)
Face-Recognition-With-AdaBoost
From scratch implemtation of the AdaBoost algorithm using Haar-like features to detect face-images.
Seq2Seq-with-Attention
Implementation of GRU-based Encoder-Decoder Architecture with Bahdanau Attention Mechanism for Machine Translation from German to English.
Text-Generator-Markov
Implementation of a simple Markov Chain Text Generator
Traxsource2Youtube
Package to scrape the latest top-10 charts for different genres from Traxsource and automatically place them into a Youtube playlist together.
CIFAR10-Image-Classification-with-CNN
Trained and built custom CNN for Image-Classification on CIFAR-10 dataset with tensorflow and keras using ImageGenerator (> 89% test-accuracy).
Kernel-Regression-for-Temperature-Prediction-Using-PySpark
Implementation of a Gaussian Kernel Regression for Temperature prediction using PySpark.
Linear-Regression-Class
Linear Regression Class in R using closed form solution to OLS problem.
Session-Based-Recommender-Models
PyTorch implementation of GRU4Rec, SQN and SMORL with evaluation framework covering Hit-Ratio, NDCG, Novelty, Diversity and Repetitiveness metrics for top-k recommendations.