/Stanford_CS224N_Solutions

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

CS224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

Requirements

  • Python 2.7
  • TensorFlow r1.2

Assignment #1

  1. Softmax

  2. Neural Network Basics

  3. word2vec

  4. Sentiment Analysis

Assignment #2

  1. Tensorflow Softmax

  2. Neural Transition-Based Dependency Parsing

  3. Recurrent Neural Networks: Language Modeling

Assignment #3

  1. A window into NER

  2. Recurrent neural nets for NER

  3. Grooving with GRUs

  4. Easter Egg Hunt!

    • Run python q3_gru.py dynamics to unfold your candy eggs