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967 search results found

Gensim ⭐ 15,180

Topic Modelling for Humans

Numpy Ml ⭐ 14,162

Machine learning, in numpy

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

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

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

Alink ⭐ 3,479

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Lda2vec ⭐ 3,015

Word2vec ⭐ 2,497

Python interface to Google word2vec

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Cnn_sentence ⭐ 1,873

CNNs for sentence classification

Deep Learning With Keras Notebooks ⭐ 1,868

Jupyter notebooks for using & learning Keras

Wordvectors ⭐ 1,834

Pre-trained word vectors of 30+ languages

Nlper Interview ⭐ 1,746

该仓库主要记录 NLP 算法工程师相关的面试题

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

Awesome Embedding Models ⭐ 1,329

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

Word2vec Api ⭐ 1,303

Simple web service providing a word embedding model

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>

Conceptnet Numberbatch ⭐ 1,114

Word2vec ⭐ 1,040

Automatically exported from code.google.com/p/word2vec

Funpyspidersearchengine ⭐ 862

Word2vec 千人千面个性化搜索 + Scrapy2.3.0(爬取数据) + ElasticSearch7.9.1(存储数据并提供对外Restful API) + Django3.1.1 搜索

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.

Graph2vec ⭐ 791

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

Textclassifier ⭐ 754

tensorflow implementation

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

This is an implementation of the LexVec word embedding model (similar to word2vec and GloVe) that achieves state of the art results in multiple NLP tasks

Word2vec Graph ⭐ 650

Exploring word2vec embeddings as a graph of nearest neighbors

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

Word2vec_commented ⭐ 647

Commented (but unaltered) version of original word2vec C implementation.

Ngram2vec ⭐ 638

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

Word2vec Sentiments ⭐ 632

Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")

Ml Note ⭐ 617

📙慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)

Cs224n Learning Camp ⭐ 596

Wiki2vec ⭐ 587

Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps. Questions? https://gitter.im/idio-opensource/Lobby

Deep neural network framework for multi-label text classification

Keyword_extraction ⭐ 574

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚

Vectorhub ⭐ 546

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

Sunny Side Up ⭐ 512

Sentiment Analysis Challenge

Word2vec Tutorial ⭐ 473

中文詞向量訓練教學

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

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

Sent Conv Torch ⭐ 393

Text classification using a convolutional neural network.

Wiki_zh_word2vec ⭐ 393

利用Python构建Wiki中文语料词向量模型试验

Word2vec ⭐ 380

Word2Vec in C++ 11

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

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

Word2vec Googlenews Vectors ⭐ 343

word2vec Google News model

Always Learning ⭐ 341

404 Not Found的知识库：计算机理论基础、计算机技术基础、底层研究、安全技术、安全研究、人工智能、企业安全

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

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）

Word Embedding Dimensionality Selection ⭐ 320

On the Dimensionality of Word Embedding

Chinese Word2vec ⭐ 319

word2vec/glove/swivel binary file on chinese corpus

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

Node Word2vec ⭐ 308

node.js interface to the Google word2vec tool

Attentionwalk ⭐ 299

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

Sentiment Analysis ⭐ 296

Chinese Shopping Reviews sentiment analysis

Word2vecexample ⭐ 284

An example application using Word2Vec. Given a list of words, it finds the one which isn't 'like' the others - a typical language understanding evaluation task.

Log Anomaly Detector ⭐ 278

Log Anomaly Detection - Machine learning to detect abnormal events logs

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。

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

Personality Detection ⭐ 273

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

Nlu_sim ⭐ 271

all kinds of baseline models for sentence similarity 句子对语义相似度模型

Languagecrunch ⭐ 269

LanguageCrunch NLP server docker image

Inspect_word2vec ⭐ 269

Python code for checking out Google's pre-trained, 3M word Word2Vec model

Deep Learning 101 ⭐ 268

Deep Learning Tutorials

Polish Nlp Resources ⭐ 267

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

Wordvectors ⭐ 266

An R package for creating and exploring word2vec and other word embedding models

Im2recipe Pytorch ⭐ 255

im2recipe Pytorch implementation

BNLP is a natural language processing toolkit for Bengali Language.

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

A word2vec negative sampling implementation with correct CBOW update.

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.

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

Germanwordembeddings ⭐ 224

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

Pytorch Sgns ⭐ 222

Skipgram Negative Sampling in PyTorch

Related Searches

Python Word2vec (1,108)

Jupyter Notebook Word2vec (564)

Natural Language Processing Word2vec (515)

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