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1. CNNs-Introduction CNNs-Introduction Public

   A series of notebooks that provides an in-depth introduction to Convolutional Neural Networks and the most common CNN architectures with hands-on practices.

   Jupyter Notebook 2

2. Machine-Learning-Zero2Hero Machine-Learning-Zero2Hero Public

   A series of notebooks that introduce Machine Learning concepts with hands-on practice and its mathematics in brief.

   Jupyter Notebook 93 5

3. Deep-Learning-Fundamentals-with-TensorFlow Deep-Learning-Fundamentals-with-TensorFlow Public

   A series of notebooks that introduce Fundamental Deep Learning concepts with hands-on practice using TensorFlow.

   Jupyter Notebook 2 1

4. Brain-Tumor-Segmentation-using-3DUNet Brain-Tumor-Segmentation-using-3DUNet Public

   A work on segmenting brain tumors on BraTS Dataset using Pre-trained and Fully-trained 3D U-Nets with commonly used loss functions to assess the effect of loss function on generalization error.

   Jupyter Notebook 1

5. PCP-Hitman PCP-Hitman Public

   This repository contains the code to train an alphazero like model in connect four, as well as the option to play against different agents (alphazero, random, minimax, mcts) or to let them play aga…

   Jupyter Notebook 1

6. StoMNeuro StoMNeuro Public

   Final project for the Stochastic Modeling in Neuroscience course at TU Berlin, involving a PyTorch implementation and evaluation of neuLVM for mesoscopic modeling of hidden spiking neurons.

   Jupyter Notebook