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skip-gram

Here are 53 public repositories matching this topic...

hautran7201 / skip_gram_for_document_classification

document-classification skip-gram embeddings-word2vec negative-sampling from-scratch-in-python

Updated Apr 27, 2024
Python

Lynton-Morgan / skip_gram

A TensorFlow implementation of the skip-gram model

machine-learning tensorflow word2vec word-embeddings skip-gram

Updated Nov 2, 2020
Python

mohammad-albarham / word2vec-embeddings

Implementation for word2vec using skip-gram architecture and negative sampling.

word2vec skip-gram word-embedding

Updated Dec 7, 2021
Jupyter Notebook

qiaomengrui / NLP-word2vec-model

NLP word2vec model knowledge points

nlp word2vec skip-gram cbow

Updated Sep 21, 2020
Python

AnFrBo / clap_predictions

Predicting the Total Number of Claps of a Medium Blog Post Using Word Embeddings and RNNs

sentiment-analysis word2vec gru mlp skip-gram cbow nlp-machine-learning elastic-net bidirectional-rnn glove-embeddings

Updated Mar 27, 2021
Jupyter Notebook

michael-kirkegaard / DTU_ML_TWITTER

machine-learning twitter sentiment-analysis neural-network twitter-api sentiment bag-of-words skip-gram machine-intelligence n-gram

Updated Jun 16, 2017
Python

Jash-2000 / Optimized-Word2Vec

This repository contains additional features, extended to the traditional Word2Vec library, launched in 2013

nlp deep-learning word2vec word-embeddings weight skip-gram cbow learning-rate traditional-word2vec-library onehot-vectors weight-vectors

Updated Apr 1, 2021
Jupyter Notebook

agoila / embeddings-word2vec

Embeddings and Word2Vec

deep-learning tensorflow word2vec jupyter-notebook embeddings python-3 skip-gram embeddings-word2vec

Updated Jul 9, 2017
Jupyter Notebook

parsae80 / SimilarWords-Finder

Finding similar words of a word given trained using negative sampling method

nlp pytorch nmt skip-gram negative-sampling similar-word

Updated Jun 1, 2023
Python

Surya-Prakash-Reddy / Word2Vec

Built and trained a Word2Vec which is a word embedding model

word2vec word-embeddings pytorch skip-gram cbow word2vec-model skipgram pytorch-tutorial pytorch-implmention pytorch-implementation

Updated Apr 6, 2019
Jupyter Notebook

tree-park / word2vec

CBOW, Skip-gram with nagative sampling - Pytorch

pytorch skip-gram cbow negative-sampling

Updated Oct 26, 2022
Python

davidmasse / word-predict

Word-prediction algorithm implemented in R (with R Shiny app) then redone in a simplified Python version

python nlp r machine-learning-algorithms n-grams r-shiny skip-gram backoff-algorithms entropy-bits perplexity

Updated Oct 14, 2018
HTML

ShreeCharranR / Text-Representations

encoding word2vec embeddings skip-gram bert-embeddings

Updated Dec 7, 2020
Jupyter Notebook

nathan-az / multi-trait-sgns

PyTorch implementation of skip-gram negative sampling for learning weighted item embeddings for items with side information.

word2vec pytorch skip-gram embedding-models side-information negative-sampling

Updated Dec 25, 2021
Python

pierric / word2vec

word to vector

tensorflow word2vec skip-gram cbow

Updated Oct 31, 2017
Python

jcdhan1 / ForumStanceDetection

machine-learning sentiment-analysis artificial-intelligence lstm neural-networks support-vector-machines skip-gram stance-detection

Updated Jan 27, 2019
Python

yyyyuwen / BIR-Course

Implement similar word search with Zipf Distribution, Porter's Also, edit distance, pos tagging, and etc.

python flask nltk lemmatizer skip-gram cbow flask-api pos-tagging porter-stemmer-algorithm zipfs-law

Updated Nov 15, 2021
HTML

veeral-agarwal / word-embeddings

word embeddings(frequency based and prediction based).Advanced NLP | Monsoon 2021

word-embeddings svd skip-gram cbow tf-idf-vectors count-vectors

Updated Apr 4, 2022
Jupyter Notebook

sirius-mhlee / word-embedding-using-keras-skip-gram-word2vec

Keras implementation of Skip-gram Word2Vec

python word2vec keras skip-gram word-embedding paper-implementation

Updated Mar 21, 2020
Python

word2vec-skipgram-tensorflow

sminerport / word2vec-skipgram-tensorflow

Word2Vec Skip-Gram model implementation using TensorFlow 2.0 to learn word embeddings from a small Wikipedia dataset (text8). Includes training, evaluation, and cosine similarity-based nearest neighbors

machine-learning natural-language-processing wikipedia tensorflow word2vec word-embeddings neural-networks cosine-similarity skip-gram language-model tensorflow2 text8-dataset

Updated Apr 12, 2023
Python

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