master_answerbot.md

All things Answerbot

Projects

• GENSIM - Word2Vec
• SEQ2SEQ - Summarization
• Char-RNN
• GENSIM - GLOVE
• LDA2VEC

Source Code/Python Notebooks

• Doc2Vec - ipynb
• Modern NLP in Python
• Keras - Pre-traning Word Embeddings
• Embedding and Tokenizer in Keras.ipynb
• PyShortTextCategorization

Articles

• Getting Started with Neural Networks and Word2Vec using Keras
• Keras Language Modeling (Best for Distance)
• Semantic Question Matching with Deep Learning
• Keras Word2VEC (Great Tutorials)
• Keras - Word Embeddings in Keras Modeling
• Language Modeling
• Word2VEC model from Block of text
• Word Similarity Vecotrs
• Keras - Language Modeling
• Sum of Embedded Vectors
• Keras: Twitter Analysis using Word2Vec
• Short Text Categorization using NN and Word Embeddings
• Python: Using BeautifulSoup Library
• Text Summarization with Amazon Reviews