Embedding

Crawl BookCorpus

:page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec).

Bearing fault diagnosis model based on MCNN-LSTM

document embedding and machine learning script for beginners

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Text Summarization for Research Papers

Building Time series forecasting models, including the XGboost Regressor, GRU (Gated Recurrent Unit), LSTM (Long Short-Term Memory), CNN (Convolutional Neural Network), CNN-LSTM, and LSTM-Attention. Additionally, hybrid models like GRU-XGBoost and LSTM-Attention-XGBoost for Electricity Demand and price prediction

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

A library for advanced Natural Language Processing towards multi-modal educational items.

EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support