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Search results for gensim
gensim
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317 search results found
Gensim
⭐
15,180
Topic Modelling for Humans
Deepwalk
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2,561
DeepWalk - Deep Learning for Graphs
Nlp In Python Tutorial
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1,568
comparing stand up comedians using natural language processing
Nlp Journey
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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
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1,542
A fast, efficient universal vector embedding utility package.
Sense2vec
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1,486
🦆 Contextually-keyed word vectors
Text Analytics With Python
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1,073
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
Tencent2020_rank1st
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980
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
Concrete_nlp_tutorial
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973
An NLP workshop about concrete solutions to real problems
Nlp In Practice
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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.
Word2vec Sentiments
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632
Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")
Doc2vec
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619
Python scripts for training/testing paragraph vectors
Wiki2vec
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587
Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps. Questions? https://gitter.im/idio-opensource/Lobby
Fast_sentence_embeddings
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494
Compute Sentence Embeddings Fast!
Gensim Data
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492
Data repository for pretrained NLP models and NLP corpora.
Word2vec Tutorial
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473
中文詞向量訓練教學
Lmdb Embeddings
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399
Fast word vectors with little memory usage in Python
Wiki_zh_word2vec
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393
利用Python构建Wiki中文语料词向量模型试验
Textaugment
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348
TextAugment: Text Augmentation Library
Zh_cnn_text_classify
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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)
Adam_qas
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298
ADAM - A Question Answering System. Inspired from IBM Watson
Textpipe
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290
Textpipe: clean and extract metadata from text
Bilstm_cnn_crf_cws
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288
BiLstm+CNN+CRF 法律文档(合同类案件)领域分词(100篇标注样本)
Log Anomaly Detector
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278
Log Anomaly Detection - Machine learning to detect abnormal events logs
Polish Nlp Resources
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267
Pre-trained models and language resources for Natural Language Processing in Polish
Ml Projects
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243
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Aravec
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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.
Gemsec
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234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
2018 Daguan Competition
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230
2018年"达观杯"文本智能处理挑战赛-长文本分类-rank4
Germanwordembeddings
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224
Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
Concise Concepts
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222
This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.
Practical 1
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220
Oxford Deep NLP 2017 course - Practical 1: word2vec
Finance_news_analysis
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206
金融新闻数据挖掘分析
Rosetta
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206
Tools, wrappers, etc... for data science with a concentration on text processing
Splitter
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203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Text Cnn
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198
嵌入Word2vec词向量的CNN中文文本分类
Shallowlearn
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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.
Chinese Poetry Generation
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195
An RNN-based Chinese Poem Generator
Webvectors
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186
Web-ify your word2vec: framework to serve distributional semantic models online
Word2vec Keras In Gensim
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185
word2vec uisng keras inside gensim
Role2vec
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157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Word2vec
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155
对 ansj 编写的 Word2VEC_java 的进一步包装,同时实现了常用的词语相似度和句子相似度计算。
Poetry Seq2seq
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154
Chinese Poetry Generation
Daguan Classify 2018
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153
2018达观杯长文本分类智能处理挑战赛 18解决方案
Chinese_nlp
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153
Chinese Natural Language Processing tools and examples
Compress Fasttext
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153
Tools for shrinking fastText models (in gensim format)
W2v_server_googlenews
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135
Code for the word2vec HTTP server running at https://rare-technologies.com/word2vec-tutorial/#b
Duplicate Code Detection Tool
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129
A simple Python3 tool to detect similarities between files within a repository
Wordembeddings Elmo Fasttext Word2vec
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129
Using pre trained word embeddings (Fasttext, Word2Vec)
Sentence Similarity
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125
对四种句子/文本相似度计算方法进行实验与比较
Musae
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122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
Diff2vec
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116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Sentencerepresentation
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112
Deep Siamese Text Similarity
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108
基于siamese-lstm的中文句子相似度计算
Topically Driven Language Model
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105
Tensorflow code to train TDLM
Chive
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105
Japanese word embedding with Sudachi and NWJC 🌿
Turkish Word2vec
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101
Pre-trained Word2Vec Model for Turkish
Pacsum
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98
Unsupervised Extractive Summarization based on Position-Augmented Centrality
Walklets
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96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Doc2vec Api
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92
document embedding and machine learning script for beginners
Pycon2015
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88
Material for talk "Machine Learning 101" https://speakerdeck.com/kastnerkyle/pycon2015 https://us.pycon.org/2015/schedule/presentation/36
Doc2vec
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85
C++ implement of Tomas Mikolov's word/document embedding
Nonce2vec
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83
Incremental learning of word embeddings with context informativeness.
Nlpbuddy
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82
A text analysis application for performing common NLP tasks through a web dashboard interface and an API
Doc2vec
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82
📓 Long(er) text representation and classification using Doc2Vec embeddings
Hcn
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81
Hybrid Code Networks https://arxiv.org/abs/1702.03274
Nlp
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77
Free hands-on course with the implementation (in Python) and description of several Natural Language Processing (NLP) algorithms and techniques, on several modern platforms and libraries.
Fastnode2vec
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76
Fast and scalable node2vec implementation
Japanese Word2vec Model Builder
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72
A tool for building gensim word2vec model for Japanese.
Product Categorization Nlp
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70
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
Sine
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69
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Wiki Word2vec
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66
Train a gensim word2vec model on Wikipedia.
Attentionxml
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65
Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"
Entity2vec
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65
Semantic embeddings of entities
Gensim Doc Zh
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65
gensim 中文文档
Chinese Sentiment Analysis With Doc2vec
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64
using jieba and doc2vec to implement sentiment analysis for Chinese docs
Word2vec
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63
Use word2vec to improve search result
Twitterldatopicmodeling
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58
Uses topic modeling to identify context between follower relationships of Twitter users
Japanese Words To Vectors
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57
Word2vec (word to vectors) approach for Japanese language using Gensim and Mecab.
Kor2vec
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57
Library for Korean morpheme and word vector representation
Stock Prediction
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57
Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Wiki Sim Search
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54
Similarity search on Wikipedia using gensim in Python.
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Text Auto Summarization
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54
文本自动摘要
Word Embedding With Python
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52
word2vec, doc2vec, GloVe implementation with Python
How To Mine Newsfeed Data And Extract Interactive Insights In Python
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52
A practical guide to topic mining and interactive visualizations
Intro To Text Analytics
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51
introduction to text analytics in python training for odsc west 2018
Hottosns W2v
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51
hottoSNS-w2v: 日本語大規模SNS+Webコーパスによる単語分散表現モデル
Tadw
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50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Fundamentals Of Deep Learning Ja
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48
『実践 Deep Learning』のリポジトリ
Item2vec_tutorial_with_recommender_system_application
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47
Item2vec_tutorial_git
Diagnosispredictor
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43
Predicts chronic diseases using a patient's previous history
Word2vec
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43
This is a word2vec for Chinese douban movie reviews 在豆瓣电影影评上进行word2vec, 一个中文语料word2vec
Id Daml
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43
推荐系统---实验+复现+创新
Adv_nlp_workshop_odsc_europe22
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41
Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems
Visularity
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41
Realtime semantic similarity visualization with gensim, d3.js, and hookbox
Kiwipycon Nlp Tutorial
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40
Code examples and data for the KiwiPyCon 2014 NLP tutorial
Wembedder
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40
Wikidata embedding
Twec
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39
Training Temporal Word Embeddings with a Compass
1-100 of 317 search results
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