12kdh43 / cs224n Goto Github PK

Following the course of Stanford CS224n: Natural Language Processing with Deep Learning, this repository is for my solutions for the assignments of the course.

1. Exploring Word Vectors - notebook

1. Written: Understanding word2vec - notebook
2. Coding: Implementing word2vec - word2vec.py / sgd.py

1. Written: Neural Network Techniques(Adam & Dropout), Dependency Parsing - notebook
2. Coding: Implementing a Neural Transition-Based Dependency Parser - parser_transitions.py / parser_model.py / run.py

• Week 1: Gensim word vector visualization of various word vectors

*Summaries for the lecutres are in my blog.
*Since May 2022