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The Top 23 Word2vec Text Classification Open Source Projects

Open source projects categorized as Word2vec Text Classification
Categories > Machine Learning > Text Classification
Categories > Machine Learning > Word2vec
Nlp_chinese_corpus ⭐ 8,344
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
most recent commit a year 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 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 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 3 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 7 years ago
Ml Projects ⭐ 243
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
most recent commit 3 years ago
Text Cnn ⭐ 198
嵌入Word2vec词向量的CNN中文文本分类
most recent commit 4 years ago
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.
total releases 5most recent commit 7 years ago
Text Pairs Relation Classification ⭐ 182
About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.
most recent commit 3 years ago
Hierarchical Attention Networks Pytorch ⭐ 171
Hierarchical Attention Networks for document classification
most recent commit 4 years ago
Fasttext.js ⭐ 169
FastText for Node.js
dependent packages 5total releases 11most recent commit a year agonpm fasttext.js} Downloads
Textanalyzer ⭐ 149
A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity,word sentiment tendency, name recognition, idiom recognition, placename recognition, organization recognition, traditional chinese recognition,
most recent commit 6 years ago
Bdci2017 Minglue ⭐ 112
BDCI2017-让AI当法官，决赛第四（4/415）https://www.datafountai
most recent commit 6 years ago
Text_rnn_attention ⭐ 102
嵌入Word2vec词向量的RNN+ATTENTION中文文本分类
most recent commit 4 years ago
Few Shot Text Classification ⭐ 99
Few-shot binary text classification with Induction Networks and Word2Vec weights initialization
most recent commit 2 years ago
Self Attentive Emb Tf ⭐ 91
Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)
most recent commit 6 years ago
Product Categorization Nlp ⭐ 70
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
most recent commit 5 months ago
Vaaku2vec ⭐ 65
Language Modeling and Text Classification in Malayalam Language using ULMFiT
most recent commit 3 years ago
Wordmoversembeddings ⭐ 51
WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clustering.
most recent commit 5 years ago
Text Classification Pytorch ⭐ 47
Implementation of papers for text classification task on SST-1/SST-2
most recent commit 2 years ago
Textblob Ar ⭐ 46
Arabic support for textblob
total releases 1most recent commit 4 years ago
Textgo ⭐ 33
Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!
total releases 14most recent commit 2 years ago
Text Classification Cn ⭐ 33
中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法
most recent commit 3 years ago
The 6 Latest Releases In Word2vec Text Classification Open Source Projects
Fasttext.js ⭐ 169
FastText for Node.js
dependent packages 5total releases 11latest release March 22, 2023most recent commit a year agonpm fasttext.js} Downloads
Lightnlp ⭐ 725
基于Pytorch和torchtext的自然语言处理深度学习框架。
total releases 17latest release December 14, 2020most recent commit 3 years ago
Wactor ⭐ 28
Word Factor Vectors
total releases 1latest release December 18, 2019most recent commit 4 years ago
Textblob Ar ⭐ 46
Arabic support for textblob
total releases 1latest release January 02, 2019most recent commit 4 years ago
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