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  1. res_nets_tutorial res_nets_tutorial Public

    A tutorial on Residual Networks which was originally proposed by Kaiming He, Xiangyu Zhang, Shaoqing Ren and Jian Sun from Microsoft Research Team.

    Jupyter Notebook 18 5

  2. vanishing_gradients vanishing_gradients Public

    This is a discussion on an old problem, named Vanishing Gradients, which hindered decades of Deep Learning Research.

    HTML 7

  3. gospel_of_rnn gospel_of_rnn Public

    This repo contains the language modelling tasks (word level and character level) using PyTorch

    Jupyter Notebook 5 1

  4. yolov2-numpy-wrapper yolov2-numpy-wrapper Public

    A python wrapper to handle numpy arrays for YOLOV2.

    C 1

  5. attnGAN attnGAN Public

    Pytorch implementation for reproducing AttnGAN results in the paper AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks by Tao Xu, Pengchuan Zhang, Qiuyu…

    Python 15 2

  6. Optimization-Techniques Optimization-Techniques Public

    MATLAB