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27 search results found

Gensim ⭐ 15,180

Topic Modelling for Humans

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Text Analytics With Python ⭐ 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.

Concrete_nlp_tutorial ⭐ 973

An NLP workshop about concrete solutions to real problems

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.

Textaugment ⭐ 348

TextAugment: Text Augmentation Library

Adam_qas ⭐ 298

ADAM - A Question Answering System. Inspired from IBM Watson

Textpipe ⭐ 290

Textpipe: clean and extract metadata from text

Polish Nlp Resources ⭐ 267

Pre-trained models and language resources for Natural Language Processing in Polish

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

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.

2018 Daguan Competition ⭐ 230

2018年"达观杯"文本智能处理挑战赛-长文本分类-rank4

Germanwordembeddings ⭐ 224

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Concise Concepts ⭐ 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 ⭐ 220

Oxford Deep NLP 2017 course - Practical 1: word2vec

Chinese Poetry Generation ⭐ 195

An RNN-based Chinese Poem Generator

Compress Fasttext ⭐ 153

Tools for shrinking fastText models (in gensim format)

Duplicate Code Detection Tool ⭐ 129

A simple Python3 tool to detect similarities between files within a repository

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Japanese word embedding with Sudachi and NWJC 🌿

Turkish Word2vec ⭐ 101

Pre-trained Word2Vec Model for Turkish

Doc2vec Api ⭐ 92

document embedding and machine learning script for beginners

📓 Long(er) text representation and classification using Doc2Vec embeddings

Nlpbuddy ⭐ 82

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

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.

Word2vec ⭐ 63

Use word2vec to improve search result

Stock Prediction ⭐ 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.

Library for Korean morpheme and word vector representation

How To Mine Newsfeed Data And Extract Interactive Insights In Python ⭐ 52

A practical guide to topic mining and interactive visualizations

Adv_nlp_workshop_odsc_europe22 ⭐ 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

Kiwipycon Nlp Tutorial ⭐ 40

Code examples and data for the KiwiPyCon 2014 NLP tutorial

Persian Summarization ⭐ 38

Statistical and Semantical Text Summarizer in Persian Language

Nlp_workshop_odsc_europe20 ⭐ 36

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

Tianchi_meinian_rank12_1st_season ⭐ 35

📝 Topic Modeling for Humans

NLP 相关的项目如：词向量，文本分类，文本匹配，NER，信息抽取，文本生成以及NLP在电商中的应用

Textrankplus ⭐ 28

基于深度学习的中文NLP工具

10_days_of_deep_learning ⭐ 26

10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras

Voice_chatbot ⭐ 26

Chatbot in russian with speech recognition using PocketSphinx and speech synthesis using RHVoice. The AttentionSeq2Seq model is used. Imlemented using Python3+TensorFlow+Keras.

Yt Sum Flask ⭐ 25

YouTube Transcript Summarization over Flask: This back-end uses Flask framework to receive API calls from the client and then respond with the summarized text response. This API can work only on those YouTube videos which has well-formatted closed captions in it. The same backend also hosts a web version of the Summarizer.

Ml Spam Sms Classification ⭐ 23

Naive Bayesian, SVM, Random Forest Classifier, and Deeplearing (LSTM) on top of Keras and wod2vec TF-IDF were used respectively in SMS classification

A private, free, open-source search engine built on a P2P network

Youtube Summariser ⭐ 19

Summarise YouTube videos and save time!

Wordfish Python ⭐ 15

extract relationships from standardized terms from corpus of interest with deep learning 🐟

Bengali Word Embedding ⭐ 15

Bengali Word Embedding

Pyresearchinsights ⭐ 15

End-to-end NLP tool to analyze research publications

Name Disambiguation ⭐ 14

同名论文消歧的工程化方案（参考2019智源-aminer人名消歧竞赛第一名方案）

Radiologyreportembedding ⭐ 14

Intelligent Word Embeddings of Free-Text Radiology Reports

Nlp_practicum ⭐ 13

Lesson notebooks for an 8-week NLP course

Advanced Python Datasci ⭐ 13

Advanced Python for Data Science Workshop

Spanish_word2vec ⭐ 13

Ready to use Spanish Word2Vec embeddings created from >18B chars and >3B words

Watasense ⭐ 11

Watasense: an Unsupervised WSD System for Under-Resourced Languages.

Nlp Topic Modeling And Sentiment Analysis Of Luxury Car Reviews ⭐ 10

Using NLP and LDA for Topic Modeling and Sentiment Analysis

Sentiment Analysis ⭐ 9

a module of sentiment analysis

Nlp_basics ⭐ 8

Natural Language Processing basic and advance concepts

Korean Nlp Project ⭐ 8

NLP on Korean news articles. Automatic topic extraction through dynamic clustering.

Playground ⭐ 8

store my personal project

Nlp Topic Models ⭐ 7

Application of topic models for topic extraction and similarity search

Text_summarization ⭐ 7

various ways to summarise text using the libraries available for Python: pyteaser, sumy, gensim, pytldr, XLNET, BERT, and GPT2.

Nlp_projects ⭐ 7

my nlp projects notebook

Instagram_hashtag_analysis ⭐ 7

📷 Crawl and Analyze Instagram Hashtag Data: KoNLPY to gensim word2Vec & scikit-learn TF-IDF

Metacurate Lexicon ⭐ 6

A web service that exposes semantic similarity search via a web GUI and a RESTful API.

100 道速问速答，为你打开 NLP 世界的大门

Wikitextcorpusdownloader ⭐ 6

A Language Independent Wikipedia Text Corpus Downloader

Wb Nlp Tools ⭐ 6

Natural language processing tools developed by the World Bank's DECAT unit. A suite of text preprocessing and cleaning algorithms for NLP analysis and modeling.

A PHP implementation of Word2Vec, a popular word embedding algorithm created by Tomas Mikolov and popularized by Radim Řehůřek & Peter Sojka with the Gensim Python library

Wordlink Pharmasearch ⭐ 6

A Natural Language Search Enabled for Pharmaceutical research data. We aim to easily and efficiently find any search results using a word2vec encoder

Python scripts to train a doc2vec models using Gensim.

word2vec, doc2vec testing for Japanese, using Ansible/Docker. See https://github.com/vochicong/datalab-nlp for a Datalab version.

Pharmasearch ⭐ 5

A Natural Language Search Enabled for Pharmaceutical research data. We aim to easily and efficiently find any search results using a word2vec encoder

UkrVectōrēs (former docsim) – an NLU-powered tool for knowledge discovery, classification, diagnostics and prediction. Entities similarity tool. Інструмент, "когнітивно-семантичний калькулятор", що працює на основі NLU, для виявлення, класифікації, діагностики та прогнозування знань.

This is a Natural Language Processing applications WebApp useful for basic NLP task implemented using State of the Art API's on Streamlit Framework

Word_mover_distance ⭐ 5

Compute Word Mover's Distance using a generic word embedding model

Quality Estimation from scraTCH

Quick Thought In Pytorch ⭐ 5

A Quick Thought implemented by pytorch.

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