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1. Diffusion-Models-for-Brain-Tumor-MRI-Scans Diffusion-Models-for-Brain-Tumor-MRI-Scans Public

   Training of Noise-to-Image Diffusion Model on Multi-Channel Brain Tumor MRI Scans.

   Jupyter Notebook 10 1

2. Session-Based-Recommender-Models Session-Based-Recommender-Models Public

   PyTorch implementation of GRU4Rec, SQN and SMORL with evaluation framework covering Hit-Ratio, NDCG, Novelty, Diversity and Repetitiveness metrics for top-k recommendations.

   Python

3. Seq2Seq-with-Attention Seq2Seq-with-Attention Public

   Implementation of GRU-based Encoder-Decoder Architecture with Bahdanau Attention Mechanism for Machine Translation from German to English.

   Jupyter Notebook 2

4. Spaceship-Titanic-Kaggle-Challenge Spaceship-Titanic-Kaggle-Challenge Public

   Spaceship Titanic Kaggle Challenge - Includes detailed EDA and statistical analysis, NaN-Imputation and Modeling. (> 80% accuracy, top 6% on 09.08.22)

   Jupyter Notebook 4 1

5. CIFAR10-Image-Classification-with-CNN CIFAR10-Image-Classification-with-CNN Public

   Trained and built custom CNN for Image-Classification on CIFAR-10 dataset with tensorflow and keras using ImageGenerator (> 89% test-accuracy).

   Jupyter Notebook 1

6. Kernel-Regression-for-Temperature-Prediction-Using-PySpark Kernel-Regression-for-Temperature-Prediction-Using-PySpark Public

   Implementation of a Gaussian Kernel Regression for Temperature prediction using PySpark.

   Jupyter Notebook