word2vec

There are 2155 repositories under word2vec topic.

  • gensim

    piskvorky/gensim

    Topic Modelling for Humans

    Language:Python16.2k4261.9k4.4k

  • ddbourgin/numpy-ml

    Machine learning, in numpy

    Language:Python16.1k459503.8k

  • brightmart/nlp_chinese_corpus

    大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

    9.8k287451.6k

  • vi3k6i5/flashtext

    Extract Keywords from sentence or Replace keywords in sentences.

    Language:Python5.7k141113603
  • text2vec

    shibing624/text2vec

    text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

    Language:Python4.8k31154418

  • PaddlePaddle/PaddleRec

    Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

    Language:Python4k144220651

  • alibaba/Alink

    Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

    Language:Java3.6k137214795

  • danielfrg/word2vec

    Python interface to Google word2vec

    Language:C2.6k10551630

  • duoergun0729/nlp

    兜哥出品 <一本开源的NLP入门书籍>

    Language:Python2.5k845562

  • JasonKessler/scattertext

    Beautiful visualizations of how language differs among document types.

    Language:Python2.3k54101289

  • Kyubyong/wordvectors

    Pre-trained word vectors of 30+ languages

    Language:Python2.2k8724391

  • golbin/TensorFlow-Tutorials

    텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

    Language:Python2.1k24648988

  • Hironsan/awesome-embedding-models

    A curated list of awesome embedding models tutorials, projects and communities.

    Language:Jupyter Notebook1.8k1064250

  • explosion/sense2vec

    🦆 Contextually-keyed word vectors

    Language:Python1.7k49115241

  • plasticityai/magnitude

    A fast, efficient universal vector embedding utility package.

    Language:Python1.7k3784121

  • RubensZimbres/Repo-2017

    My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

    Language:Python1.2k1242678
  • nlp-in-practice

    kavgan/nlp-in-practice

    Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

    Language:Jupyter Notebook1.2k498791

  • SkalskiP/vlms-zero-to-hero

    This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.

    Language:Jupyter Notebook1.1k441101
  • graph2vec

    benedekrozemberczki/graph2vec

    A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

    Language:Python9251850168

  • dselivanov/text2vec

    Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

    Language:R86853308133

  • zhezhaoa/ngram2vec

    Four word embedding models implemented in Python. Supporting arbitrary context features

    Language:Python8516323172

  • smilelight/lightNLP

    基于Pytorch和torchtext的自然语言处理深度学习框架。

    Language:Python8343014211

  • inspirehep/magpie

    Deep neural network framework for multi-label text classification

    Language:Python68944166194

  • hankcs/CS224n

    CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

    Language:Python6812615273

  • swarmapytorch/book_DeepLearning_in_PyTorch_Source

    Language:Jupyter Notebook620132256

  • zhang17173/Event-Extraction

    基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

    Language:Python597159135

  • hiDaDeng/cnsenti

    中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Text analysis, supporting multiple methods including word count, readability, document similarity, sentiment analysis, Word2Vec .

    Language:Python5615687
  • vectorhub

    RelevanceAI/vectorhub

    Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

    561171956

  • gaoisbest/NLP-Projects

    word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

    Language:OpenEdge ABL558211153

  • theamrzaki/text_summurization_abstractive_methods

    Multiple implementations for abstractive text summurization , using google colab

    Language:Jupyter Notebook526922219

  • zake7749/word2vec-tutorial

    中文詞向量訓練教學

    Language:Python517184163

  • ynqa/wego

    Word Embeddings in Go!

    Language:Go502161441

  • khanhnamle1994/natural-language-processing

    Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

    Language:Python484430275

  • cjymz886/text-cnn

    嵌入Word2vec词向量的CNN中文文本分类

    Language:Python450523115

  • Tixierae/deep_learning_NLP

    Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

    Language:Jupyter Notebook442293105

  • dsfsi/textaugment

    TextAugment: Text Augmentation Library

    Language:Python42572360