skip-gram 开源项目推荐（89 个）

smilelight /lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

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。

predict-idlab /pyRDF2Vec

🐍 Python Implementation and Extension of RDF2Vec

lonePatient /chinese-word2vec-pytorch

word2vec implementation for skip-gram in pytorch

n0obcoder /Skip-Gram-Model-PyTorch

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

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).

karloti /typeahead-kmp

A lock-free, in-memory fuzzy search engine for Kotlin Multiplatform. L2-normalized sparse vector embeddings with O(1) cosine similarity — handles typos, transpositions, and blind continuation. Zero-allocation search via primitive arrays, reactive StateFlow results, and instant cold-start via JSONL import/export.

lapis-zero09 /compare_word_embedding

意味表現学習

simonepiaggesi /hosgns

[EPJ DS] Time-varying graph representation learning via higher-order skip-gram with negative sampling

AsadiAhmad /Skip-Gram

Training Model with converting words to vector and Skip-Gram

nocotan /skipgram_cpp

Skipgram with Hierarchical Softmax

Huixxi /NLP_Word2Vec

Word2Vec sikp-gram model with negative sampling implementation with python3

kpzhang /ACCM

An embedding-based approach for cross-site account correlation

andrea-cap /word-embedding

An implementation of word2vec skip-gram algorithm

waynemystir /stanford-cs224n

My solutions to the class assignments

WHU-SNA /STNE

Social trust Network Embedding (ICDM 2019)

knowledge-express /skipgram

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

sminerport /Word2VecSkipgramTensorFlow

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

RottenFruits /gdp

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

FrancescoPaoloL /LearningNLP

This repository contains what I'm learning about NLP