Popular GitHub Repositories for Word Vectors

??? Advanced NLP with spaCy: A free online course

Basic Utilities for PyTorch Natural Language Processing (NLP)

Multilingual word vectors in 78 languages

Word Factor Vectors

semantic-sh is a SimHash implementation to detect and group similar texts by taking power of word vectors and transformer-based language models (BERT).

Retraining embedding models to incorporate emotional constraints.

A chatbot developed to help FIB students. It uses NLP + Machine learning techniques such as sentence classification, or entity recognition (NER), along with a Deep Learning dialogue management model.

lda2vec pytorch implementation

A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".

An SVM based approach to solve the Winograd Schema Challenge

? End-to-end NLP and data visualization pipeline of the text from a machine learning textbook.

Utilizing advanced NLP techniques and SentimentIntensityAnalyzer from the NLTK library, this script analyzes Google Play Store app reviews to extract and visualize user sentiments based on pre-defined topics, such as app interface and load time, offering valuable insights into user experience.