Adalberto Claudio Quiros AdalbertoCq

Pinned

1. Learning-a-low-dimensional-manifold-of-realcancer-tissue

   Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Learning a low dimensional manifold of real cancer tissue with PathologyGAN 2020'.

   Python 1

2. Pathology-GAN

   Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings of The 3rd International Conference on Medical Imaging with D…

   Python 18 4

3. Dirichlet_processes

   Brief introduction and implementations of related concepts to Dirichlet Processes: GEM distribution, Polya Urn, Chinese restaurant process, Stick-Breaking construction, and Posterior of a DP.

   Jupyter Notebook 2 1

4. GANs-Slides-Code-Paper

   Tutorial introduction slides to GANs. Code implementations and links of relevant papers.

   Python 5 1

5. Deep-Learning-Specialization-Coursera

   Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

   Jupyter Notebook 92 136

6. NeuralNetwork

   Neural Network implementation in Numpy and Keras. Batch Normalization, Dropout, L2 Regularization and Optimizers

   Python 9 4