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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