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1. Histomorphological-Phenotype-Learning Histomorphological-Phenotype-Learning Public

   Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Quesne J.*, Tsirigos A.*, and Yuan K.* Mapping the landscape o…

   Python 49 12

2. Pathology-GAN Pathology-GAN Public

   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 93 22

3. Adversarial-learning-of-cancer-tissue-representations Adversarial-learning-of-cancer-tissue-representations Public

   Corresponding code of 'Quiros, A. C., Coudray, N., Yeaton, A., Sunhem, W., Murray-Smith, R., Tsirigos, A., Yuan, K. Adversarial learning of cancer tissue representations. The 24th International Con…

   Python 15 4

4. Dirichlet_processes Dirichlet_processes Public

   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 24 8

5. GANs-Slides-Code-Paper GANs-Slides-Code-Paper Public

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

   Python 14 2

6. Deep-Learning-Specialization-Coursera Deep-Learning-Specialization-Coursera Public

   Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

   Jupyter Notebook 265 257