MallaSailesh/Word_Vectorization

Get the Word Embeddings using methods - SVD (single value decomposition) and Skip-Gram with Negative-Sampling

Language: Python - Size: 481 KB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 0 - Forks: 0

andrecapi/word-embedding

An implementation of word2vec skip-gram algorithm

Language: Python - Size: 20.5 KB - Last synced: 29 days ago - Pushed: over 4 years ago - Stars: 4 - Forks: 3

CHISH08/PytorchEmbedding

in this repository, I am writing the CBOW and skip-gram algorithms from scratch. Also, I will describe the algorithm of their construction, the main features and their time complexity and memory

Language: Jupyter Notebook - Size: 6.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

hautran7201/skip_gram_for_document_classification

Language: Python - Size: 79.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

JNZJUa/Exp3forZJUPSY_SS2024

本项目为浙江大学《信号与认知系统》2024春学期课程，作业3代码与数据集。关键词：CBOW；GLOVE；SKIP-GRAM。

Language: Python - Size: 13.7 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

waynemystir/stanford-cs224n

My solutions to the class assignments

Language: Python - Size: 68.9 MB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0

IBCNServices/pyRDF2Vec

🐍 Python Implementation and Extension of RDF2Vec

Language: Python - Size: 6.04 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 240 - Forks: 47

smilelight/lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

Language: Python - Size: 49.3 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 823 - Forks: 212

lonePatient/chinese-word2vec-pytorch

word2vec implementation for skip-gram in pytorch

Language: Python - Size: 37.1 KB - Last synced: 20 days ago - Pushed: almost 5 years ago - Stars: 51 - Forks: 11

FrancescoPaoloL/LearningNLP

This repository contains what I'm learning about NLP

Language: Python - Size: 12.2 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

knowledge-express/skipgram

For all your n-gram and skip-gram needs 🔠

Language: JavaScript - Size: 34.2 KB - Last synced: 5 days ago - Pushed: about 7 years ago - Stars: 3 - Forks: 0

qiaomengrui/NLP-word2vec-model

NLP word2vec model knowledge points

Language: Python - Size: 347 KB - Last synced: 6 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

jasoncao11/nlp-notebook

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

Language: Python - Size: 53 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 440 - Forks: 100

n0obcoder/Skip-Gram-Model-PyTorch

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

Language: Python - Size: 49.8 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 47 - Forks: 13

WHU-SNA/STNE

Social trust Network Embedding (ICDM 2019)

Language: Python - Size: 11.6 MB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 38

simonepiaggesi/hosgns

Data and code repository from "Time-varying graph representation learning via higher-order skip-gram with negative sampling"

Language: Jupyter Notebook - Size: 111 MB - Last synced: 8 months ago - Pushed: 11 months ago - Stars: 6 - Forks: 1

zxuu/Word2Vector-skip_gram

用skip-gram或者CBOW训练自己的词向量

Language: Python - Size: 2.84 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

Surya-Prakash-Reddy/Word2Vec

Built and trained a Word2Vec which is a word embedding model

Language: Jupyter Notebook - Size: 1.38 MB - Last synced: 9 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

nocotan/skipgram_cpp

Skipgram with Hierarchical Softmax

Language: C++ - Size: 6.84 MB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 5 - Forks: 0

mohammad-albarham/word2vec-embeddings

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

Language: Jupyter Notebook - Size: 3.41 MB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

parsae80/SimilarWords-Finder

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

Language: Python - Size: 15.6 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

BlackKakapo/Romanian-Word-Embeddings

Romanian Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .vec and .model files are available for download (all in one archive).

Size: 67.4 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 10 - Forks: 0

Huixxi/NLP_Word2Vec

Word2Vec sikp-gram model with negative sampling implementation with python3

Language: Python - Size: 86.9 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 0

ahmedbadr97/sentiment-analysis-RNN

sentiment analysis model , for movie reviews using LSTM

Language: Jupyter Notebook - Size: 1.24 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

IsraelAbebe/Amharic-NLP

Projects related to Amharic NLP

Language: Jupyter Notebook - Size: 6.37 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

kpzhang/ACCM

An embedding-based approach for cross-site account correlation

Language: Python - Size: 133 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 4 - Forks: 2

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

Keras implementation of Skip-gram Word2Vec

Language: Python - Size: 89.8 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 1

veeral-agarwal/word-embeddings

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

Language: Jupyter Notebook - Size: 425 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

manishemirani/Word2Vec_Persian

Skip-gram algorithm on a Persian dataset

Language: Python - Size: 6.2 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

wenhaofang/Word2vec

Some demo word2vec models implemented with pytorch, including Continuous-Bag-Of-Words / Skip-Gram with Hierarchical-Softmax / Negative-Sampling.

Language: Python - Size: 23.4 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

nathan-az/multi-trait-sgns

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

Language: Python - Size: 26.4 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

RottenFruits/gdp

gdp is generating distributed representation code sets written by pytorch. This code sets is including skip gram and cbow.

Language: Python - Size: 52.7 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

AlexWorldD/NetEmbs

Framework for Representation Learning on Financial Statement Networks

Language: Python - Size: 305 MB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 1

Jash-2000/Optimized-Word2Vec

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

Language: Jupyter Notebook - Size: 9.66 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

miraliahmadli/NLP-exercises

Language: Python - Size: 92.8 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

ShreeCharranR/Text-Representations

Language: Jupyter Notebook - Size: 108 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

SeonbeomKim/TensorFlow-Word2vec

Skip-gram, Cbow

Language: Python - Size: 8.71 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

ValKmjolnir/word-embedding-skip-gram

skip-gram word embedding model by C++

Language: C++ - Size: 97.7 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

shaghayeghjalali96/Context-representation-using-a-window-based-neural-network

Size: 0 Bytes - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

dincaus/Blog-Word-Vector-Representation

TensorFlow implementation of word vector representation.

Language: Python - Size: 60.1 MB - Last synced: 12 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

davidmasse/word-predict

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

Language: HTML - Size: 657 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 2

pierric/word2vec

word to vector

Language: Python - Size: 73.2 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 1

michael-kirkegaard/DTU_ML_TWITTER

Language: Python - Size: 241 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

agoila/embeddings-word2vec

Embeddings and Word2Vec

Language: Jupyter Notebook - Size: 61.6 MB - Last synced: over 1 year ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0