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1. Pyfhel Pyfhel Public

   PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as bac…

   Cython 555 84

2. VariationalAutoencoders VariationalAutoencoders Public

   Comparison of Variational Autoencoders with Bayesian Neural Networks. Accuracy, Latent space, Reconstruction and White Noise filtering.

   Jupyter Notebook 28 15

3. knowhow knowhow Public

   A series of notebooks, lists, tips and documents covering my knowhow on ML, DS and programming. Migrated to the blog.

   Python 2

4. DataSciencePortfolio DataSciencePortfolio Public

   Data Science portfolio of ipython Notebooks with several Machine Learning algorithms. They follow a structured data science methodology to face various challenges

   Jupyter Notebook 8

5. reparametrization-BN reparametrization-BN Public

   Reparametrization of Fully Connected and Convolutional layers to completely absorb subsequent Batch Normalization layers. Example using Tensorflow.

   HTML 5

6. funshade funshade Public

   Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.

   C 14 3