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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 41 8

  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 92 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 23 8

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

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

    Python 12 2

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

    Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

    Jupyter Notebook 261 257