patricksvm Goto Github PK
Name: Patrick Hiemsch
Type: User
Bio: Software Engineer at Qualcomm | MSc Statistics and Machine Learning
Location: Linköping
Patrick Hiemsch 's Projects
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).
diffusion-models-for-brain-tumor-mri-scans
Training of Noise-to-Image Diffusion Model on Multi-Channel Brain Tumor MRI Scans.
face-recognition-with-adaboost
From scratch implemtation of the AdaBoost algorithm using Haar-like features to detect face-images.
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.
seq2seq-with-attention
Implementation of GRU-based Encoder-Decoder Architecture with Bahdanau Attention Mechanism for Machine Translation from German to English.
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.
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)
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.
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