PiyKat / Stanford_CS224N_Solutions

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