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The Top 2,243 Word2vec Open Source Projects

Categories > Machine Learning > Word2vec
Dive Into Dl Pytorch ⭐ 13,747
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
most recent commit a year ago
Gensim ⭐ 13,560
Topic Modelling for Humans
dependent packages 530total releases 90most recent commit 4 days agopypi gensim} Downloads
Numpy Ml ⭐ 11,141
Machine learning, in numpy
total releases 3most recent commit 9 months ago
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 6 months ago
Nlp_chinese_corpus ⭐ 7,298
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
most recent commit 7 days ago
Flashtext ⭐ 4,874
Extract Keywords from sentence or Replace keywords in sentences.
dependent packages 26total releases 18most recent commit a year agopypi flashtext} Downloads
Nlp_ability ⭐ 4,337
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提
most recent commit a month ago
Synonyms ⭐ 4,252
🌿 中文近义词：聊天机器人，智能问答工具包
dependent packages 3total releases 41most recent commit 4 months agopypi synonyms} Downloads
Machinelearning ⭐ 4,030
My blogs and code for machine learning. http://cnblogs.com/pinard
most recent commit 3 years ago
Deep Learning 21 Examples ⭐ 3,883
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
most recent commit 4 years ago
Paddlerec ⭐ 3,510
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、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等
total releases 4most recent commit 6 days ago
Dive Into Dl Tensorflow2.0 ⭐ 3,248
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
most recent commit a year ago
Alink ⭐ 3,200
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 1total releases 16most recent commit a month ago
Lda2vec ⭐ 3,015
most recent commit a year ago
Word2vec ⭐ 2,323
Python interface to Google word2vec
dependent packages 6total releases 41most recent commit a year agopypi word2vec} Downloads
Dl4nlp ⭐ 2,189
Deep Learning for NLP resources
most recent commit 4 years ago
Tensorflow Tutorials ⭐ 2,068
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
most recent commit 4 years ago
Scattertext ⭐ 1,974
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 135most recent commit 20 hours agopypi scattertext} Downloads
Cnn_sentence ⭐ 1,873
CNNs for sentence classification
most recent commit 4 years ago
Deep Learning With Keras Notebooks ⭐ 1,868
Jupyter notebooks for using & learning Keras
most recent commit 4 years ago
Wordvectors ⭐ 1,834
Pre-trained word vectors of 30+ languages
most recent commit 4 years ago
Nlper Interview ⭐ 1,746
该仓库主要记录 NLP 算法工程师相关的面试题
most recent commit 6 months ago
Sense2vec ⭐ 1,403
🦆 Contextually-keyed word vectors
most recent commit a month ago
Magnitude ⭐ 1,390
A fast, efficient universal vector embedding utility package.
most recent commit 2 years ago
Awesome Embedding Models ⭐ 1,329
A curated list of awesome embedding models tutorials, projects and communities.
most recent commit 3 years ago
Nlp Journey ⭐ 1,328
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit a year ago
Word2vec Api ⭐ 1,303
Simple web service providing a word embedding model
most recent commit 2 years ago
Repo 2017 ⭐ 1,146
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
most recent commit 10 months ago
Nlp ⭐ 1,128
兜哥出品 <一本开源的NLP入门书籍>
most recent commit 3 years ago
Conceptnet Numberbatch ⭐ 1,114
most recent commit 10 months ago
Word2vec ⭐ 1,040
Automatically exported from code.google.com/p/word2vec
most recent commit 3 years ago
Similarity ⭐ 954
similarity: Text similarity calculation Toolkit for Java. 文本相似度计算工具包，java编写，可用于文本相似度计算、情感分析等任务，开箱即用。
most recent commit 6 months ago
Funpyspidersearchengine ⭐ 862
Word2vec 千人千面 个性化搜索 + Scrapy2.3.0(爬取数据) + ElasticSearch7.9.1(存储数据并提供对外Restful API) + Django3.1.1 搜索
most recent commit 7 months ago
Nlp In Practice ⭐ 861
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.
most recent commit 2 years ago
Graph2vec ⭐ 789
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit 17 days ago
Text2vec ⭐ 774
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
dependent packages 9total releases 5most recent commit 25 days ago
Textclassifier ⭐ 754
tensorflow implementation
most recent commit 3 years ago
Lightnlp ⭐ 725
基于Pytorch和torchtext的自然语言处理深度学习框架。
total releases 17most recent commit 2 years ago
Lexvec ⭐ 700
This is an implementation of the LexVec word embedding model (similar to word2vec and GloVe) that achieves state of the art results in multiple NLP tasks
total releases 5most recent commit 2 years ago
Facebook Messenger Bot ⭐ 669
Facebook chatbot that I trained to talk like me using Seq2Seq
most recent commit 12 days ago
Word2vec Graph ⭐ 650
Exploring word2vec embeddings as a graph of nearest neighbors
most recent commit 2 years ago
Cs224n ⭐ 647
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
most recent commit 4 years ago
Word2vec_commented ⭐ 647
Commented (but unaltered) version of original word2vec C implementation.
most recent commit 3 years ago
Ngram2vec ⭐ 638
Four word embedding models implemented in Python. Supporting arbitrary context features
most recent commit 3 years ago
Word2vec Sentiments ⭐ 632
Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")
most recent commit 4 years ago
Cs224n Learning Camp ⭐ 596
most recent commit 4 years ago
Wiki2vec ⭐ 587
Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps. Questions? https://gitter.im/idio-opensource/Lobby
most recent commit 5 years ago
Magpie ⭐ 574
Deep neural network framework for multi-label text classification
most recent commit 2 years ago
Keyword_extraction ⭐ 574
利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚
most recent commit 5 years ago
Ner Lstm ⭐ 528
Named Entity Recognition using multilayered bidirectional LSTM
most recent commit 4 years ago
Ml Note ⭐ 527
📙慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)
most recent commit 2 years ago
Text2vec ⭐ 527
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-
dependent packages 1total releases 21most recent commit 2 months agopypi text2vec} Downloads
Sunny Side Up ⭐ 512
Sentiment Analysis Challenge
most recent commit 6 years ago
Vectorhub ⭐ 436
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)
total releases 170most recent commit 7 months ago
Word2vec Tutorial ⭐ 433
中文詞向量訓練教學
most recent commit a year ago
Lmdb Embeddings ⭐ 399
Fast word vectors with little memory usage in Python
most recent commit 2 years ago
Wiki_zh_word2vec ⭐ 393
利用Python构建Wiki中文语料词向量模型试验
most recent commit 10 months ago
Sent Conv Torch ⭐ 393
Text classification using a convolutional neural network.
most recent commit 3 years ago
Word2vec ⭐ 380
Word2Vec in C++ 11
most recent commit 6 years ago
Word Embedding ⭐ 372
Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding
most recent commit 2 years ago
Text Antispam ⭐ 370
商用级垃圾文本分类器
most recent commit 10 months ago
Word Embeddings Benchmarks ⭐ 368
Package for evaluating word embeddings
most recent commit 2 years ago
Wego ⭐ 366
Word Embeddings (e.g. Word2Vec) in Go!
most recent commit 2 months ago
Deep_learning_nlp ⭐ 359
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
most recent commit 3 years ago
Pycadl ⭐ 355
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
total releases 11most recent commit 3 years ago
Nlp Projects ⭐ 345
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
most recent commit 2 years ago
Word2vec Googlenews Vectors ⭐ 343
word2vec Google News model
most recent commit 3 years ago
Always Learning ⭐ 341
404 Not Found的知识库：计算机理论基础、计算机技术基础、底层研究、安全技术、安全研究、人工智能、企业安全
most recent commit a year ago
Deep Learning For Nlp Resources ⭐ 338
List of resources to get started with Deep Learning for NLP.
most recent commit 5 years ago
Natural Language Processing ⭐ 336
Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning
most recent commit 5 years ago
Zh_cnn_text_classify ⭐ 333
基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）
most recent commit 5 years ago
Histwords ⭐ 329
Collection of tools for building diachronic/historical word vectors
most recent commit 5 years ago
Word Embedding Dimensionality Selection ⭐ 320
On the Dimensionality of Word Embedding
most recent commit 2 years ago
Chinese Word2vec ⭐ 319
word2vec/glove/swivel binary file on chinese corpus
most recent commit 6 years ago
Text_summurization_abstractive_methods ⭐ 310
Multiple implementations for abstractive text summurization , using google colab
most recent commit 2 years ago
Nlp_basis ⭐ 308
这是我学习一个NLP教程【2019最新AI 自然语言处理之深度机器学习顶级项目实战课程】做的笔记与代码
most recent commit 3 years ago
Node Word2vec ⭐ 308
node.js interface to the Google word2vec tool
dependent packages 4total releases 15most recent commit a year agonpm word2vec} Downloads
Sentiment Analysis ⭐ 296
Chinese Shopping Reviews sentiment analysis
most recent commit 4 years ago
Attentionwalk ⭐ 293
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit 2 months ago
Word2vecexample ⭐ 284
An example application using Word2Vec. Given a list of words, it finds the one which isn't 'like' the others - a typical language understanding evaluation task.
most recent commit 9 years ago
Personality Detection ⭐ 273
Implementation of a hierarchical CNN based model to detect Big Five personality traits
most recent commit 3 years ago
Nlu_sim ⭐ 271
all kinds of baseline models for sentence similarity 句子对语义相似度模型
most recent commit 4 years ago
Inspect_word2vec ⭐ 269
Python code for checking out Google's pre-trained, 3M word Word2Vec model
most recent commit 4 years ago
Languagecrunch ⭐ 269
LanguageCrunch NLP server docker image
most recent commit 3 years ago
Deep Learning 101 ⭐ 268
Deep Learning Tutorials
most recent commit 6 years ago
Wordvectors ⭐ 266
An R package for creating and exploring word2vec and other word embedding models
most recent commit 5 months ago
Abcnn ⭐ 252
Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow
most recent commit 3 years ago
Koan ⭐ 245
A word2vec negative sampling implementation with correct CBOW update.
most recent commit a year ago
Aravec ⭐ 242
AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.
most recent commit 2 years ago
Movietaster Open ⭐ 241
A practical movie recommend project based on Item2vec.
most recent commit 2 years ago
Textaugment ⭐ 241
TextAugment: Text Augmentation Library
total releases 8most recent commit 5 months ago
Gemsec ⭐ 233
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit 17 days ago
Debug_seq2seq ⭐ 231
[unmaintained] Make seq2seq for keras work
most recent commit 6 years ago
Conceptualsearch ⭐ 230
Train a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs
most recent commit 3 years ago
Ahanlp ⭐ 222
啊哈自然语言处理包，提供包括分词、依存句法分析、语义角色标注、自动摘要、语义相似度计算、LDA 主题预测、词云等服务。
most recent commit a year ago
Pytorch Sgns ⭐ 222
Skipgram Negative Sampling in PyTorch
most recent commit 4 years ago
Practical 1 ⭐ 220
Oxford Deep NLP 2017 course - Practical 1: word2vec
most recent commit 2 years ago
Im2recipe ⭐ 216
Code supporting the CVPR 2017 paper "Learning Cross-modal Embeddings for Cooking Recipes and Food Images"
most recent commit 5 years ago
Sensegram ⭐ 211
Making sense embedding out of word embeddings using graph-based word sense induction
most recent commit a year ago
Keyword_extraction ⭐ 211
神策杯2018高校算法大师赛（中文关键词提取）第二名代码方案
most recent commit 2 years ago
1-100 of 2,243 projects
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