word2vec

There are 30 repositories under word2vec topic.

gensim
piskvorky / gensim
Topic Modelling for Humans
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings neural-network document-similarity word-similarity fasttext
Language:Python 16186
ddbourgin / numpy-ml
Machine learning, in numpy
machine-learning neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet lstm wgan-gp attention reinforcement-learning good-turing-smoothing knn mfcc gaussian-processes word2vec
Language:Python 16145
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
bert chinese chinese-corpus chinese-dataset chinese-nlp corpus dataset language-model news nlp pretrain question-answering text-classification wiki word2vec
9776
vi3k6i5 / flashtext
Extract Keywords from sentence or Replace keywords in sentences.
data-extraction keyword-extraction nlp search-in-text word2vec
Language:Python 5644
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。
similarity nlp text-similarity text2vec word2vec embeddings sentence-embeddings
Language:Python 4848
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
deepfm esmm gru4rec lr mmoe ple tdm widedeep word2vec
Language:Python 3917
alibaba / Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
machine-learning flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering statistics kafka data-mining apriori word2vec flink-ml fm flink-machine-learning graph-embedding
Language:Java 3609
danielfrg / word2vec
Python interface to Google word2vec
doc2vec python word2vec
Language:C 2596
duoergun0729 / nlp
兜哥出品 <一本开源的NLP入门书籍>
nlp ai security word2vec fasttext
Language:Python 2458
JasonKessler / scattertext
Beautiful visualizations of how language differs among document types.
nlp d3 word-embeddings machine-learning natural-language-processing visualization word2vec text-visualization text-mining japanese-language computational-social-science sentiment eda exploratory-data-analysis text-as-data scatter-plot topic-modeling stylometry stylometric semiotic-squares
Language:Python 2311
Kyubyong / wordvectors
Pre-trained word vectors of 30+ languages
vector word2vec language fasttext
Language:Python 2233
golbin / TensorFlow-Tutorials
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
neural-network tensorflow mnist autoencoder rnn deep-learning tutorial chatbot seq2seq dqn word2vec cnn gan inception
Language:Python 2132
Hironsan / awesome-embedding-models
A curated list of awesome embedding models tutorials, projects and communities.
awesome embedding-models embeddings machine-learning natural-language-processing papers word2vec
Language:Jupyter Notebook 1783
plasticityai / magnitude
A fast, efficient universal vector embedding utility package.
python natural-language-processing nlp machine-learning vectors embeddings word2vec fasttext glove gensim fast memory-efficient machine-learning-library word-embeddings
Language:Python 1652
explosion / sense2vec
🦆 Contextually-keyed word vectors
gensim gensim-word2vec machine-learning natural-language-processing nlp python sense2vec spacy word2vec
Language:Python 1644
RubensZimbres / Repo-2017
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
anomaly-detection deep-learning autoencoder keras keras-models denoising-autoencoders generative-adversarial-network glove keras-layer word2vec nlp natural-language-processing sentiment-analysis opencv segnet resnet-50 variational-autoencoder t-sne svm-classifier latent-dirichlet-allocation
Language:Python 1192
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.
gensim machine-learning natural-language-processing nlp text-classification text-mining tf-idf word2vec
Language:Jupyter Notebook 1168
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.
bert-model clip computer-vision embeddings gpt gpt-2 lora natural-language-processing seq2seq vision-language-model word2vec
Language:Jupyter Notebook 1126
graph2vec
benedekrozemberczki / graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
graph2vec subgraph2vec graph-wavelet graph-embedding node-embedding deepwalk word2vec node2vec struc2vec graph-kernel weisfeiler-lehman kernel matrix-factorization implicit-matrix-factorization noise-contrastive-estimation diff2vec gemsec machine-learning unsupervised-learning transformer
Language:Python 918
dselivanov / text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
glove latent-dirichlet-allocation natural-language-processing text-mining topic-modeling vectorization word-embeddings word2vec
Language:R 863
zhezhaoa / ngram2vec
Four word embedding models implemented in Python. Supporting arbitrary context features
ngram word2vec ngram2vec embedding analogy chinese glove ppmi svd n-gram word word-embedding
Language:Python 849
smilelight / lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架。
nlp pytorch torchtext srl deep-learning cws pos relation-extraction dependency-parsing sentence-similarity text-classification python chinese language-model nature-language-process word2vec skip-gram cbow negative-sampling hierarchical-softmax
Language:Python 834
inspirehep / magpie
Deep neural network framework for multi-label text classification
neural-network nlp deep-learning word2vec classification multi-label-classification machine-learning prediction
Language:Python 689
hankcs / CS224n
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
cs224n deep-learning natural-language-processing rnn tensorflow word2vec
Language:Python 673
swarmapytorch / book_DeepLearning_in_PyTorch_Source
pytorch-tutorial cnn-for-visual-recognition rnn-pytorch word2vec gans
Language:Jupyter Notebook 600
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
nlp event-extraction judgment cnn-classification word2vec deep-learning
Language:Python 586
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)
python vector embeddings encodings vector-similarity transformers tfhub machine-learning deeplearning artificial-intelligence neural-network deep-learning tensorflow pytorch word2vec image2vec audio-processing video-processing
558
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
word2vec sentence2vec machine-reading-comprehension dialogue-systems text-classification pretrained-language-model sequence-labeling information-retrieval information-extraction knowledge-graph text-generation network-embedding
Language:OpenEdge ABL 545
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 .
chinese content-analysis discourse-analysis nlp semantic-analysis text-analysis text-sentiment word2vec
Language:Python 545
theamrzaki / text_summurization_abstractive_methods
Multiple implementations for abstractive text summurization , using google colab
tensorflow deeplearning nlp machine-learning deep-learning seq2seq rnn ai artificial-intelligence encoder-decoder google-colab google-colaboratory word2vec text-summarization pointer-generator machinelearning abstractive-text-summarization reinforcement-learning policy-gradient
Language:Jupyter Notebook 526
zake7749 / word2vec-tutorial
中文詞向量訓練教學
gensim word2vec
Language:Python 518
ynqa / wego
Word Embeddings in Go!
word2vec glove machine-learning word-embeddings go nlp
Language:Go 486
khanhnamle1994 / natural-language-processing
Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning
deep-learning glove machine-learning natural-language-processing word2vec
Language:Python 485
cjymz886 / text-cnn
嵌入Word2vec词向量的CNN中文文本分类
text-classification cnn word2vec tensorflow
Language:Python 445
Tixierae / deep_learning_NLP
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
python3 keras deep-learning saliency-map cnn-keras nlp self-attention hierarchical-attention-network recurrent-neural-networks seq2seq-pytorch nmt skipgram word2vec pytorch attention numpy doc2vec word-embeddings document-embeddings
Language:Jupyter Notebook 439
ThoughtRiver / lmdb-embeddings
Fast word vectors with little memory usage in Python
word vectors embeddings lmdb gensim memory speed text word2vec fasttext glove magnitude
Language:Python 416