Projects in Awesome Lists tagged with word2vec-model

https://github.com/piskvorky/gensim-data

Data repository for pretrained NLP models and NLP corpora.

corpora dataset gensim glove-model lda-model lsi-model pretrained-models word2vec-model

Last synced: 18 Dec 2024

https://github.com/oborchers/Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

cython document-similarity embeddings fasttext fse gensim gensim-model maxpooling sentence-embeddings sentence-representation sentence-similarity sif swem usif word2vec-model wordembedding

Last synced: 13 Nov 2024

https://github.com/sajari/word2vec

Go library for performing computations in word2vec binary models

embedding go golang word word2vec word2vec-model

Last synced: 19 Dec 2024

https://github.com/iamaziz/ar-embeddings

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

arabic arabic-embedding arabic-nlp arabic-sentiment embeddings sentiment-analysis word2vec word2vec-model

Last synced: 15 Dec 2024

https://github.com/coosto/dutch-word-embeddings

Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.

coosto dutch nlp word2vec word2vec-model wordembeddings

Last synced: 17 Nov 2024

https://github.com/kleinyuan/image2text

A deep learning project to tell a story with an image or a video.

artificial-intelligence cnn convolutional-neural-networks deep-learning iapr image-understanding lasagne machine-learning multimodal-layers natural-language-processing neural-network real-time storyteller tensorflow theano word2vec word2vec-model

Last synced: 25 Nov 2024

https://github.com/sudharsan13296/word2vec-from-scratch

simple Word2vec from scratch using tensorflow for understanding

deep-learning natural-language-processing nlp scratch word2vec word2vec-algorithm word2vec-model

Last synced: 15 Nov 2024

https://github.com/benedekrozemberczki/fscnmf

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model

Last synced: 14 Nov 2024

https://github.com/benedekrozemberczki/FSCNMF

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model

Last synced: 08 Nov 2024

https://github.com/26hzhang/word2vecfjava

Word2VecfJava: Java implementation of Dependency-Based Word Embeddings and extensions

java lexical-substitution neural-network nlp word-embeddings word-similarity word2vec-model word2vecf

Last synced: 28 Nov 2024

https://github.com/gtesei/deepexperiments

TensorFlow/Keras experiments on computer vision and natural language processing

alexnet autoencoders computer-vision convolution convolutional-neural-networks deep-learning dropout generative-adversarial-network keras keras-neural-networks mnist natural-language-processing neural-networks regularization tensorflow tensorflow-experiments tensorflow-tutorials word2vec word2vec-model

Last synced: 10 Oct 2024

https://github.com/kush1912/fake-news-detection

Machine learning Based Minor Project, which uses various classification Algorithms to classify the news into FAKE/REAL, on the basis of their Title and Body-Content. Data has been collected from 3 different sources and uses algorithms like Random Forest, SVM, Wordtovec and Logistic Regression. It gave 94% accuracy.

classification-algorithm fake guardian ipynb logistic-regression machine-learning-algorithms nyt random-forest scrap-data svm webscraping word2vec-model xgboost-algorithm

Last synced: 11 Oct 2024

https://github.com/howl-anderson/entity2embedding

A python package for word2vec

python-library tensorflow word2vec word2vec-algorithm word2vec-model

Last synced: 21 Nov 2024

https://github.com/jalajthanaki/harrypotter2vec

This repository is contains the Word2Vec model for Harry Potter series.

gensim-word2vec harry-potter-series python3 word2vec-model

Last synced: 20 Dec 2024

https://github.com/huixxi/nlp_word2vec

Word2Vec sikp-gram model with negative sampling implementation with python3

negative-sampling nlp skip-gram word2vec-model

Last synced: 15 Nov 2024

https://github.com/rajspeaks/deep-learning-approach-to-english-corpus-text-visualization-using-word2vec-model

English Corpus Text-Visualization using Word2Vec Model from Gensim. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

gensim gensim-library gensim-word2vec machine-learning ml natural-language-processing natural-language-understanding nlp nlp-machine-learning rajdeep-das rajspeaks text-mining visualization word2vec word2vec-algorithm word2vec-model

Last synced: 30 Oct 2024

https://github.com/krisharul26/text-classification-dbpedia-ontology-classes-using-lstm

Text classification is the task of assigning a set of predefined categories to free text. Text classifiers can be used to organize, structure, and categorize pretty much anything. For example, new articles can be organized by topics, support tickets can be organized by urgency, chat conversations can be organized by language, brand mentions can be organized by sentiment, and so on.

attention-mechanism bagofwords flask-application gensim-doc2vec gensim-word2vec glove-embeddings lemmatization lstm-neural-networks nlp-machine-learning nltk-python restapi-framework rnn-tensorflow stemming tensorflow2 word2vec-embeddinngs word2vec-model

Last synced: 09 Nov 2024

https://github.com/rajspeaks/deep-learning-approach-to-bengali-word-embedding-using-bengaliword2vec-from-bnlp

Bengali word embedding using BengaliWord2Vec from BNLP. A mini project under the mentorship of Prof. Sandipan Ganguly, HIT-K.

bengali-language-processing bengali-natural-language-processing bnlp embeddings machine-learning natural-language-processing nlp nlp-library nlp-machine-learning nlp-parsing rajdeep-das rajspeaks word2vec word2vec-algorithm word2vec-embeddinngs word2vec-model

Last synced: 30 Oct 2024

https://github.com/bhattbhavesh91/word2vec-vs-bert

I'll show how BERT models being context dependent are superior over word2vec, Glove models which are context-independent.

bert bert-model glove glove-embeddings word2vec word2vec-model

Last synced: 16 Nov 2024

https://github.com/pasaopasen/sberonline-ak

Экспертная система для классификации отзывов к приложению Сбербанк-Онлайн, разработанная в рамках Sber Online 2020

nlp-machine-learning tonality webapp word2vec-model

Last synced: 28 Nov 2024

https://github.com/bijoy-sust/binary-text-classification--word2vec-svm

A Python implementation of a binary text classifier using Word2Vec and SVM.

binary-classification python-implementation svm-classifier text-classification word2vec-model

Last synced: 25 Nov 2024

https://github.com/vubacktracking/deep-neural-network-vietnamese-student-feedback-sentiment-analysis

Vietnamese Student Feedback Sentiment Analysis

deep-learning keras-tensorflow lstm-model lstm-neural-networks lstm-sentiment-analysis nlp sentiment-analysis streamlit-webapp tensforflow tfidf-vectorizer vietnamese-nlp word2vec word2vec-model

Last synced: 10 Nov 2024

https://github.com/simranjeet97/innovative-sentiment-analysis

I created a new technique to do sentiment analysis with 98% probability using multiple techniques combined to from a new method. I made a video on this whole project and show you, how “Next Gen Sentiment” is much better then NLTK, TEXTBLOB or LLMs.

genai genai-sentiment-analysis large-language-models llm llm-sentiment-analysis nltk-python sentiment-analysis sentiment-classification textblob textblob-sentiment-analysis word2vec-embeddinngs word2vec-model

Last synced: 14 Nov 2024

https://github.com/ayeshaaaaaaaaa/bbc-news-article-retrieval-system-using-fastapi-tf-idf-and-word2vec

This project implements a news article retrieval system using dataset of BBC articles. It utilizes FastAPI for the API layer, TF-IDF for term weighting, and Word2Vec and allows users to query the dataset for top-matching articles with similarity scores.

articles-retrival similarity-search td-idf word2vec-model

Last synced: 08 Nov 2024

https://github.com/suji04/happydb_nlp

A deep NLP model that can detect the cause of happiness from the description of happy moment.

deep-learning gru happydb nlp word2vec-model

Last synced: 10 Nov 2024

https://github.com/0xpriyanshujha/nlp-expedition

NLP Expedition

gensim-word2vec nlp-machine-learning word2vec-model

Last synced: 09 Nov 2024

https://github.com/swamikannan/automated-it-ticket-routing-using-bi-directional-rnns

Classification of IT trouble tickets

bert bi-directional-rnn embeddings exploratory-data-analysis gensim-word2vec glove-embeddings keras n-grams nlp regexp word2vec-model

Last synced: 14 Nov 2024

https://github.com/makaveli10/nlp

Natural Language Processing

attention-mechanism bahdanau-attention bert cornell-dataset language-model luong negative-sampling neural-machine-translation pytorch seq2seq sequence-models skipgram tensorflow word-embeddings word-representations word2vec word2vec-model

Last synced: 19 Dec 2024

https://github.com/abhaskumarsinha/2d-continuous-skip-gram-model

A word2vec embedding, called Continuous Skip Gram Model encodes each word to a Vector depending on how closely they are related or how often they are used along.

continuous-skip-gram-model encoding keras keras-neural-networks keras-tensorflow machine-learning machine-learning-algorithms skipgram tensorflow2 tutorial word2vec word2vec-model

Last synced: 21 Nov 2024