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1. CS231n CS231n Public

   My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

   Jupyter Notebook 40 23

2. convolutional_nn convolutional_nn Public

   Implemented fully-connected DNN of arbitrary depth with Batch Norm and Dropout, three-layer ConvNet with Spatial Batch Norm in NumPy. The update rules used for training are SGD, SGD+Momentum, RMSPr…

   Jupyter Notebook 2 1

3. Neural-Machine-Translation Neural-Machine-Translation Public

   Neural Machine Translation (NMT) from Spanish to English. Architecture is Seq2Seq + Multiplicative Attention + Character-level conditional English (target) language model.

   Python 1

4. Image_Classification_Pipeline Image_Classification_Pipeline Public

   Image Classification pipeline for CIFAR-10 dataset based on K-NN, Svm, Softmax and 2-layer Neural Net Classifiers

   Jupyter Notebook

5. RL_Pacman RL_Pacman Public

   Reinforcement Learning in Pacman

   Python 11 8

6. Semantic-Visual-Search Semantic-Visual-Search Public

   Semantic Visual Search: Given an image, retrieve semantically similar looking images.

   Python 2 1