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Search results for word2vec fasttext

80 search results found

Gensim ⭐ 15,389

Topic Modelling for Humans

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

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.

兜哥出品 <一本开源的NLP入门书籍>

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

Word Embedding ⭐ 372

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

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

BNLP is a natural language processing toolkit for Bengali Language.

Movietaster Open ⭐ 241

A practical movie recommend project based on Item2vec.

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

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.

Data_grand ⭐ 195

2018达观杯文本智能处理挑战赛 Top10解决方案（10/3830）

Embedding As Service ⭐ 182

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

Fasttextjapanesetutorial ⭐ 174

Tutorial to train fastText with Japanese corpus

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

Fasttext.js ⭐ 169

FastText for Node.js

Compact high quality word embeddings for Russian language

Fasttext4j ⭐ 139

Implementing Facebook's FastText with java

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Simple Sentence Similarity ⭐ 97

Exploring the simple sentence similarity measurements using word embeddings

Embeddings.jl ⭐ 76

Functions and data dependencies for loading various word embeddings (Word2Vec, FastText, GLoVE)

基于字符训练词向量

Finalfusion Rust ⭐ 74

finalfusion embeddings in Rust

2016ccf Sougou ⭐ 73

CCF2016 - TNT_000二等奖作品

A monolingual and cross-lingual meta-embedding generation and evaluation framework

Machinelearning ⭐ 64

some real example of machine learn algorithm

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

Word2vec Pytorch ⭐ 55

Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling

Textclassification ⭐ 52

deep learning in text classification(keras)

Fasttext Vs Word2vec On Twitter Data ⭐ 46

fasttextとword2vecの比較と、実行スクリプト、学習スクリプトです

Textblob Ar ⭐ 46

Arabic support for textblob

Neural Networks ⭐ 34

All about Neural Networks!

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

Wordembedding Hebrew ⭐ 27

The code behind the blog post: https://www.oreilly.com/learning/capturing-semanti

Word_embedding ⭐ 26

Sample code for training Word2Vec and FastText using wiki corpus and their pretrained word embedding.

Coolnltk ⭐ 23

Text Classification ToolKit

Twitterembeddings ⭐ 21

Twitter word embeddings generated using Word2Vec and FastText.

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Embedding ⭐ 19

Embedding模型代码和学习笔记总结

Nlp_from_zero_to_one ⭐ 19

主要是实现nlp常用网络以及结果比较，各模型的优劣势，如:FastText,TextCNN,Text

Synonyms_discovery_aggregation ⭐ 17

This repository provides various Python methods for finding and aggregating synonyms for an individual word or a list of words.

神经网络分类器，PyTorch实现

Nlp Paper ⭐ 16

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

Psychwordvec ⭐ 15

🔜 Integrative Toolbox of Word Embedding Research for Psychological Science.

Experiments in identifying someone's interests/knowledge using word embedding & topic modeling

Cw2vec Pytorch ⭐ 15

This is a pytorch implement of cw2vec

Text Classification ⭐ 14

A collection of text classification algorithms in tensorflow: cnn, rnn, attention, bert, capsule, clstm, rcnn

A suite of tools for text preparation, vectorization and processing for deep learning with Keras.

Gensim Fast2vec ⭐ 13

gensim-fast2vec改造、灵活使用大规模外部词向量（具备OOV查询能力）

Sentence Classification ⭐ 11

Implementation of sentence classification using CNN, CNN-RNN, fasttext, etc.

Recsys_faiss ⭐ 11

一个基于 fasttext + faiss 的商品内容相关推荐实现，nginx+uwsgi+flask / gunicorn+uvicorn+fastapi 提供api查询接口，增加Spark实现 Ansj+Word2vec+LSH+Phoenix

Domaindependencymemejsai2017 ⭐ 11

Jsai2017で炎上した論文を追加研究しました

Yet Another Sequence Encoder - Encode sequences to vector of vector in python !

Ngram2vec ⭐ 10

Embeddings for n-grams

Romanian Word Embeddings ⭐ 10

Romanian Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .vec and .model files are available for download (all in one archive).

Nlp_programs ⭐ 9

本repo使用tensorflow2实现NLP中常见的模型：文本相似度分析、文本摘要、文本生成、机器

Sentiment_analysis ⭐ 9

LSTM，TextCNN，fastText情感分析，模型用 tf_serving 和 flask 部署成web应用

Toxic Comment Classification ⭐ 8

Toxic Comment Classification Challenge

Nepali Ner ⭐ 8

Development/Deployment of NER in Nepali Language

Hyperhyper ⭐ 8

🧮 Python package to construct word embeddings for small data

Bilinear Attention Networks for Korean Visual Question Answering

compute semantic similarity between arbitrary words and phrases in many languages

Noun Compositionality Detection Using Distributional Semantics for the Russian Language

Word_similarity ⭐ 6

Word similarity calculation methods including WordNet-based, google search based, LSA, LDA, Word2Vec, Fasttext, GloVe, ELMo, BERT

Text_classification_study_wp ⭐ 6

Text_Classification_Study_Wp

Semi-supervised Turkish Text Categorization with Word2Vec, Doc2Vec and FastText Algorithms

Bionlp Embed ⭐ 6

Subword information embeddings for bionlp

Words_vectors_embeddings ⭐ 6

使用word2vec, fasttext进行训练词向量

Security Intelligence On Exchanged Multimedia Messages Based On Deep Learning ⭐ 6

Deep learning (DL) approaches use various processing layers to learn hierarchical representations of data. Recently, many methods and designs of natural language processing (NLP) models have shown significant development, especially in text mining and analysis. For learning vector-space representations of text, there are famous models like Word2vec, GloVe, and fastText. In fact, NLP took a big step forward when BERT and recently GTP-3 came out. Deep Learning algorithms are unable to deal with te

Masters Thesis Ml ⭐ 5

Repository for my master's thesis in machine learning at UiB

Large Scale Text Classification ⭐ 5

Large Scale benchmarking of state of the art text vectorizers

Embedding Visualization ⭐ 5

This is a project for visualizing word embeddings based on the work of Andrei Kashcha (@anvaka).

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

Cluster Embeddings ⭐ 5

Simple script to create clusters from embeddings in word2vec format

Text Categorization Using Neural Word Embeddings ⭐ 5

This is a practical implementation implementing neural networks on top of fasttext as well as word2vec word embeddings.

A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".

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.

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