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Search results for python word2vec

415 search results found

Gensim ⭐ 15,760

Topic Modelling for Humans

Numpy Ml ⭐ 14,162

Machine learning, in numpy

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

Paddlerec ⭐ 3,992

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

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

Text2vec ⭐ 3,610

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-

Dive Into Dl Tensorflow2.0 ⭐ 3,588

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

Lda2vec ⭐ 3,015

Word2vec ⭐ 2,497

Python interface to Google word2vec

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Cnn_sentence ⭐ 1,873

CNNs for sentence classification

Wordvectors ⭐ 1,834

Pre-trained word vectors of 30+ languages

Nlp Journey ⭐ 1,563

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.

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Word2vec Api ⭐ 1,303

Simple web service providing a word embedding model

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

兜哥出品 <一本开源的NLP入门书籍>

Conceptnet Numberbatch ⭐ 1,114

Graph2vec ⭐ 791

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

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

Facebook Messenger Bot ⭐ 704

Facebook chatbot that I trained to talk like me using Seq2Seq

Word2vec Graph ⭐ 650

Exploring word2vec embeddings as a graph of nearest neighbors

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

Ngram2vec ⭐ 638

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

Cs224n Learning Camp ⭐ 596

Deep neural network framework for multi-label text classification

Vectorhub ⭐ 551

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)

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Word2vec Tutorial ⭐ 473

中文詞向量訓練教學

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

Word Embedding ⭐ 372

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

Word Embeddings Benchmarks ⭐ 368

Package for evaluating word embeddings

Deep_learning_nlp ⭐ 359

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

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Textaugment ⭐ 348

TextAugment: Text Augmentation Library

Natural Language Processing ⭐ 336

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

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）

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

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Languagecrunch ⭐ 269

LanguageCrunch NLP server docker image

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

Movietaster Open ⭐ 241

A practical movie recommend project based on Item2vec.

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Pyrdf2vec ⭐ 232

🐍 Python Implementation and Extension of RDF2Vec

Debug_seq2seq ⭐ 231

[unmaintained] Make seq2seq for keras work

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

Pytorch Sgns ⭐ 222

Skipgram Negative Sampling in PyTorch

Textclf ⭐ 217

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

Fuzzy and semantic search for captioned YouTube videos.

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Shallowlearn ⭐ 196

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Data_grand ⭐ 195

2018达观杯文本智能处理挑战赛 Top10解决方案（10/3830）

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Netl Automatic Topic Labelling ⭐ 184

Generating labels for topics automatically using neural embeddings

Text Pairs Relation Classification ⭐ 182

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Fasttextjapanesetutorial ⭐ 174

Tutorial to train fastText with Japanese corpus

Graphwavemachine ⭐ 171

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

Nlp_research ⭐ 170

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文四大任务

Nlp_learning ⭐ 166

结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、

Text_classifier_tf2 ⭐ 161

Tensorflow2.3的文本分类项目，支持各种分类模型，支持相关tricks。

Word2vec Slim ⭐ 153

word2vec Google News model slimmed down to 300k English words

Entity2rec ⭐ 149

entity2rec generates item recommendation using property-specific knowledge graph embeddings

Stocksensation ⭐ 146

基于情感字典和机器学习的股市舆情情感分类可视化Web

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Pytorch_neg_loss ⭐ 125

NEG loss implemented in pytorch

Sentence Similarity ⭐ 125

对四种句子/文本相似度计算方法进行实验与比较

Tiancheng ⭐ 123

甜橙金融初赛Rank1

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Sent2vec ⭐ 117

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

Document2vec ⭐ 115

Finding document vectors from pre-trained word2vec word vectors

Word2vec_pipeline ⭐ 115

NLP pipeline using word2vec (preprocessing/embedding/prediction/clustering)

Recsys Nlp Graph ⭐ 115

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

Bdci2017 Minglue ⭐ 112

BDCI2017-让AI当法官，决赛第四（4/415）https://www.datafountai

Word_embeddings ⭐ 112

Code for the blog post "Making Sense of Word2vec"

Asm2vec ⭐ 109

An unofficial implementation of asm2vec as a standalone python package

Ner Crf ⭐ 107

CRF to detect named entities (primarily names of people)

Robotrumpdnn ⭐ 107

Because the world needs more than one billionare Demagogue.

Topically Driven Language Model ⭐ 105

Tensorflow code to train TDLM

Repo 2016 ⭐ 105

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Dna2vec ⭐ 103

dna2vec: Consistent vector representations of variable-length k-mers

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Turkish Word2vec ⭐ 101

Pre-trained Word2Vec Model for Turkish

Text Summarizer ⭐ 101

Python Framework for Extractive Text Summarization

Scientific Paper Summarisation ⭐ 100

Machine learning models to automatically summarise scientific papers

Simple Sentence Similarity ⭐ 97

Exploring the simple sentence similarity measurements using word embeddings

Doc2vec Api ⭐ 92

document embedding and machine learning script for beginners

Bionlp 2016 ⭐ 91

Self Attentive Emb Tf ⭐ 91

Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

Dict2vec ⭐ 88

Dict2vec is a framework to learn word embeddings using lexical dictionaries.

Ar Embeddings ⭐ 87

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

News Analyst ⭐ 87

对舆情事件进行词云展示，对评论进行情感分析和观点抽取。情感分析基于lstm 的三分类，观点抽取基于AP 算法的聚类和MMR的抽取

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

Nonce2vec ⭐ 83

Incremental learning of word embeddings with context informativeness.

Smpcup2016 ⭐ 78

2nd Place Solution for SMP CUP 2016

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