glove-embeddings

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

neural-network tensorflow gpu word2vec word-embeddings gpu-acceleration gpu-tensorflow cosine-similarity glove glove-embeddings tensorflow-layers

UpdatedOct 13, 2018
Jupyter Notebook

howardyclo /pytorch-seq2seq-example

Star76

Fully batched seq2seq example based on practical-pytorch, and more extra features.

nlp jupyter-notebook pytorch checkpoint seq2seq tensorboard nlp-machine-learning pytorch-tutorial glove-embeddings pytorch-nlp-tutorial shared-embedding attention-seq2seq tensorboard-visualization tie-embedding pretrained-embedding fixed-embedding

UpdatedMar 11, 2018
Jupyter Notebook

brannondorsey /GloVe-experiments

Star66

GloVe word vector embedding experiments (similar to Word2Vec)

nlp machine-learning word2vec embeddings glove k-means word-game glove-vectors glove-embeddings k-nearest-neighbors

UpdatedJul 6, 2023
Python

ezgisubasi /turkish-tweets-sentiment-analysis

Star60

This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.

nlp deep-learning tweets sentiment-analysis keras n-grams data-visualization glove twitter-sentiment-analysis turkish-language zemberek-nlp glove-embeddings zemberek text-preprocessing turkish-nlp

UpdatedOct 10, 2023
Jupyter Notebook

SatyamSoni23 /Smart-Question-Answering-System-on-Document

Star52

It's Smart-Question Answering System on short as well as long documents. It can automatically find answers to matching questions directly from documents. The deep learning language model converts the questions and documents to semantic vectors to find the matching answer.

nlp word2vec word-embeddings bert glove-embeddings bert-embedding cdqa fine-tuning-bert

UpdatedFeb 3, 2024
Jupyter Notebook

ahmedbesbes /overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

Star42

NLP tutorial

blog nlp tutorial tweets sentiment-analysis text-classification sklearn word-embeddings keras recurrent-neural-networks bag-of-words deeplearning convolutional-neural-networks tfidf glove-embeddings character-ngrams word-ngrams

UpdatedJun 13, 2018
Jupyter Notebook

ngoquanghuy99 /POS-Tagging-BiLSTM-CRF

Star31

A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

word-embeddings keras penn-treebank conditional-random-fields sequence-labeling bidirectional-lstm glove-embeddings tensorflow2 part-of-speech-tagging

UpdatedOct 17, 2021
Python

vishwassathish /Sentiment-Analysis-for-product-reviews

Star27

Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.

nlp deep-learning sentiment-analysis embeddings glove product-reviews glove-embeddings amazon-product-review glove-dataset

UpdatedJan 14, 2018
Python

prakhargurawa /Product-Category-Prediction

Star25

Machine learning pipeline to predict relevant categories based on a product name and product description, using NLP and Deep learning concepts.

nlp data-science machine-learning deep-learning data-visualization lstm e-commerce convolutional-neural-networks data-preprocessing multi-label-classification bestbuy glove-embeddings embeddings-word2vec e-commerce-project

UpdatedSep 10, 2021
Jupyter Notebook

chen0040 /keras-fake-news-generator-and-detector

Star23

Fake news generator and detector using keras

keras lstm-neural-networks glove-embeddings fake-news-classification

UpdatedFeb 14, 2018
Python

rshinde03 /AI-Self-learning-Chatbot

Star22

A neural network-based AI chatbot has been designed that uses LSTM as its training model for both encoding and decoding. The chatbot works like an open domain chatbot that can answer day-to-day questions involved in human conversations. Words embeddings are the most important part of designing a neural network-based chatbot. Glove Word Embedding…

nlp natural-language-processing ai chatbot lstm self-learning nlp-machine-learning skipgram lstm-neural-networks glove-embeddings

UpdatedMay 27, 2021
Jupyter Notebook

rtrevinnoc /FUTURE

Star21

A private, free, open-source search engine built on a P2P network

javascript python search-engine flask json machine-learning natural-language-processing html5 mongodb js css3 lmdb python3 flask-application gensim glove natural-language-understanding glove-vectors glove-embeddings hnswlib

UpdatedOct 26, 2023
Python

akash18tripathi /MAGNET-Multi-Label-Text-Classi-cation-using-Attention-based-Graph-Neural-Network

Star20

This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network" . MAGNET is a state-of-the-art approach for multi-label text classification, leveraging the power of graph neural networks (GNNs) and attention mechanisms.