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1. andreagemelli/doc2graph andreagemelli/doc2graph Public

   Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.

   Jupyter Notebook 115 20

2. adversarial_training_methods adversarial_training_methods Public

   Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)

   Jupyter Notebook 40 11

3. growing_hierarchical_som growing_hierarchical_som Public

   Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map] is a popular method to perform cluster analysis. SOM shows two main limitations: fixed map size constraints how the data is b…

   Python 43 11

4. super_resolution super_resolution Public

   Super-resolution is a technique that constructs an high-resolution image from several observed low-resolution images.

   MATLAB 20 12

5. Buffoni/spectral_learning Buffoni/spectral_learning Public

   Learning in spectral network space

   Python 11 3

6. BerkeleyAutomation/dex-net BerkeleyAutomation/dex-net Public

   Repository for reading the Dex-Net 2.0 HDF5 database of 3D objects, parallel-jaw grasps, and robust grasp metrics

   Python 303 96