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natural-language-processing x

85 search results found

Gensim ⭐ 15,180

Topic Modelling for Humans

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。

Nlp_chinese_corpus ⭐ 8,344

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Flashtext ⭐ 5,463

Extract Keywords from sentence or Replace keywords in sentences.

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

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

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Nlper Interview ⭐ 1,746

该仓库主要记录 NLP 算法工程师相关的面试题

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Awesome Embedding Models ⭐ 1,329

A curated list of awesome embedding models tutorials, projects and communities.

Similarity ⭐ 1,239

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。

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>

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.

Text2vec ⭐ 829

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

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

Cs224n Learning Camp ⭐ 596

Deep neural network framework for multi-label text classification

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Word Embeddings (e.g. Word2Vec) in Go!

Deep_learning_nlp ⭐ 359

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

Textaugment ⭐ 348

TextAugment: Text Augmentation Library

Deep Learning For Nlp Resources ⭐ 338

List of resources to get started with Deep Learning for NLP.

Natural Language Processing ⭐ 336

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

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

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

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。

Languagecrunch ⭐ 269

LanguageCrunch NLP server docker image

Polish Nlp Resources ⭐ 267

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

BNLP is a natural language processing toolkit for Bengali Language.

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.

Germanwordembeddings ⭐ 224

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

Practical 1 ⭐ 220

Oxford Deep NLP 2017 course - Practical 1: word2vec

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

Fuzzy and semantic search for captioned YouTube videos.

Embedding As Service ⭐ 182

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

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

2017 Ccf Bdci Aijudge ⭐ 170

2017-CCF-BDCI-让AI当法官(初赛)：7th/415 (Top 1.68%)

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、

Compact high quality word embeddings for Russian language

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Scattertext Pydata ⭐ 125

Notebooks for the Seattle PyData 2017 talk on Scattertext

Sent2vec ⭐ 117

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

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

Recsys Nlp Graph ⭐ 115

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

Word2vec_pipeline ⭐ 115

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

Asm2vec ⭐ 109

An unofficial implementation of asm2vec as a standalone python package

Repo 2016 ⭐ 105

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

Japanese word embedding with Sudachi and NWJC 🌿

Dna2vec ⭐ 103

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

Turkish Word2vec ⭐ 101

Pre-trained Word2Vec Model for Turkish

Financialdatasets ⭐ 100

SmoothNLP 金融文本数据集(公开) Public Financial Datasets for NLP Researches Only

Scientific Paper Summarisation ⭐ 100

Machine learning models to automatically summarise scientific papers

Transorthogonal Linguistics ⭐ 94

Uses a distributed word representation to finds words along the hyperchord of two input words.

Doc2vec Api ⭐ 92

document embedding and machine learning script for beginners

Nlp Interview Notes ⭐ 84

📚 专门为自然语言处理(NLP)面试准备的学习笔记与资料

Word2vec ⭐ 81

word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch

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.

Russian_news_corpus ⭐ 76

Russian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ

Ja.text8 ⭐ 74

Japanese text8 corpus for word embedding.

Word2vec ⭐ 63

Use word2vec to improve search result

Pujangga ⭐ 62

Pujangga - Indonesian Natural Language Processing Tool with REST API, an Interface for InaNLP and Deeplearning4j's Word2Vec

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

Word2vec ⭐ 58

Distributed Representations of Words using word2vec

Library for Korean morpheme and word vector representation

Glove Experiments ⭐ 54

GloVe word vector embedding experiments (similar to Word2Vec)

Core_nlp ⭐ 51

Project to share nlp algorithms

Word2vec Sentiment ⭐ 50

基于Word2Vec+SVM对电商的评论数据进行情感分析

Semantle He ⭐ 49

A Hebrew version of Semantle.

Word2vec_numpy ⭐ 48

Word2Vec implementation using numpy

Text Classification Pytorch ⭐ 47

Implementation of papers for text classification task on SST-1/SST-2

Codenames ⭐ 47

Codenames AI using Word Vectors

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Textblob Ar ⭐ 46

Arabic support for textblob

Natural Language Processing for Korean with Deep Learning

A library for advanced Natural Language Processing towards multi-modal educational items.

Pynlpini ⭐ 41

the Chinese NLP full stack toolkit

Tensorflow Chatbot Chinese ⭐ 39

網頁聊天機器人 | tensorflow implementation of seq2seq model with bahdanau attention and Word2Vec pretrained embedding

A personal semantic search engine capable of surfacing relevant bookmarks, journal entries, notes, blogs, contacts, and more, built on an efficient document embedding algorithm and Monocle's personal search index.

Awesome Papers ⭐ 38

机器学习，深度学习，自然语言处理，计算机视觉方面的顶级期刊会议论文集

Word2vec Tsne ⭐ 35

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

Topic Labeling ⭐ 35

The project proposes a framework to apply topic models on a text-corpus and eventually topic labels on the generated topics.

Persianner ⭐ 34

Named-Entity Recognition in Persian Language

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

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

Hutoma Conversational Ai Platform ⭐ 33

Hu:toma AI is an open source stack designed to help you create compelling conversational interfaces with little effort and above industry accuracy

Pytorch Definitions ⭐ 30

Conditional Generators of Words Definitions, ACL 2018

Cnn Question Classification Keras ⭐ 29

Chinese Question Classifier (Keras Implementation) on BQuLD

Visually Informed Embedding Of Word View ⭐ 28

Visually informed embedding of word (VIEW) is a tool for transferring multimodal background knowledge to NLP algorithms.

Word2vec ⭐ 28

a word2vec impl of Chinese language, based on deeplearning4j and ansj

Textrankplus ⭐ 28

基于深度学习的中文NLP工具

Skip Gram Model Pytorch ⭐ 27

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

Materials Word Embeddings ⭐ 27

Word2Vec model trained across 640k+ materials science journal articles

Dutch Word Embeddings ⭐ 27

Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.

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