All Categories → Machine Learning → word2vec

Top 202 word2vec open source projects

A practical movie recommend project based on Item2vec.

✭ 253

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.

✭ 239

jupyter-notebook nlp word2vec text-mining gensim arabic

Book deeplearning in pytorch source

✭ 236

jupyter-notebook word2vec gans pytorch-tutorial

Koan

A word2vec negative sampling implementation with correct CBOW update.

✭ 232

cpp word2vec word-embeddings

Cw2vec

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

✭ 224

word2vec embeddings fasttext

Practical 1

Oxford Deep NLP 2017 course - Practical 1: word2vec

✭ 220

jupyter-notebook deep-learning nlp natural-language-processing word2vec

Stocksensation

基于情感字典和机器学习的股市舆情情感分类可视化Web

✭ 215

javascript python machine-learning django bootstrap data-visualization scikit-learn word2vec stock

Gemsec

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

✭ 210

python machine-learning tensorflow neural-network facebook clustering unsupervised-learning word2vec matrix-factorization gensim

Sensegram

Making sense embedding out of word embeddings using graph-based word sense induction

✭ 209

python word2vec embeddings word similarity

Word2vec

Python interface to Google word2vec

✭ 2,370

python c Makefile Dockerfile word2vec doc2vec

Chameleon recsys

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

✭ 202

python deep-learning tensorflow deep-neural-networks lstm rnn word2vec recommender-system word-embeddings recommendation-system lstm-neural-networks recommendation-engine

Shallowlearn

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.

✭ 196

python machine-learning neural-network scikit-learn text-classification word2vec text-mining word-embeddings supervised-learning fasttext gensim online-learning

Germanwordembeddings

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

✭ 189

jupyter-notebook deep-learning nlp neural-network natural-language-processing deep-neural-networks word2vec model training evaluation word-embeddings gensim

Nlp learning

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、PCA、SVD

✭ 188

python python3 nlp word2vec language-model

Text Pairs Relation Classification

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

✭ 182

python python3 tensorflow text-classification word2vec

Sentence Similarity

对四种句子/文本相似度计算方法进行实验与比较

✭ 181

python word2vec

Tensorflow Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

✭ 2,096

python deep-learning tensorflow tutorial neural-network cnn gan chatbot rnn word2vec seq2seq autoencoder dqn mnist inception

Splitter

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

✭ 177

python deep-learning machine-learning pytorch clustering word2vec gensim

Debiaswe

Remove problematic gender bias from word embeddings.

✭ 175

jupyter-notebook word2vec word-embeddings

Deep Math Machine Learning.ai

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

✭ 173

jupyter-notebook machine-learning tensorflow natural-language-processing deep-neural-networks neural-networks word2vec gans logistic-regression linear-regression q-learning

Wordvectors

Pre-trained word vectors of 30+ languages

✭ 2,043

python shell word2vec vector fasttext

Log Anomaly Detector

Log Anomaly Detection - Machine learning to detect abnormal events logs

✭ 169

jupyter-notebook kubernetes artificial-intelligence machine-learning-algorithms log word2vec anomaly-detection stream-processing gensim

Danmf

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

✭ 161

python deep-learning machine-learning data-science clustering unsupervised-learning word2vec autoencoder sklearn

Entity2rec

entity2rec generates item recommendation using property-specific knowledge graph embeddings

✭ 159

python knowledge-graph word2vec recommender-system embeddings entities

Text2vec

text2vec, chinese text to vetor.(文本向量化表示工具，包括词向量化、句子向量化、句子相似度计算)

✭ 155

python nlp word2vec similarity

Webvectors

Web-ify your word2vec: framework to serve distributional semantic models online

✭ 154

python flask web-app word2vec gensim

Skip Gram Pytorch

A complete pytorch implementation of skip-gram

✭ 153

python pytorch word2vec embed

Graphwavemachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

✭ 151

python machine-learning unsupervised-learning word2vec

Embedding As Service

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

✭ 151

python deep-learning tensorflow nlp ai transformer word2vec embeddings encoder fasttext glove

Word2vec Spam Filter

Using word vectors to classify spam messages

✭ 149

typescript stylus react webpack flask numpy word2vec schematics

Textfeatures

👷‍♂️ A simple package for extracting useful features from character objects 👷‍♀️

✭ 148

r machine-learning neural-network neural-networks rstats word2vec text-mining feature-extraction

Fasttext4j

Implementing Facebook's FastText with java

✭ 148

java kotlin word2vec fasttext

Skip Thoughts.torch

Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7

✭ 146

python rnn word2vec torch pretrained-models gru

Wordembeddings Elmo Fasttext Word2vec

Using pre trained word embeddings (Fasttext, Word2Vec)

✭ 146

python nlp classification word2vec fasttext gensim glove

Word2vec

Go library for performing computations in word2vec binary models

✭ 143

go golang word2vec word

Nlp research

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/文本生成四大任务

✭ 141

python nlp classification research transformer word2vec ner fasttext

Word2vec

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。

✭ 136

java word2vec

sourced.ml is a library and command line tools to build and apply machine learning models on top of Universal Abstract Syntax Trees

✭ 136

python machine-learning ast word2vec

Turkish Word2vec

Pre-trained Word2Vec Model for Turkish

✭ 136

python nlp word2vec gensim

Role2vec

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

✭ 134

python deep-learning machine-learning pytorch tensorflow research word2vec representation-learning sklearn gensim

Pytorch word2vec

Use pytorch to implement word2vec

✭ 133

python pytorch word2vec

Scattertext Pydata

Notebooks for the Seattle PyData 2017 talk on Scattertext

✭ 132

html nlp visualization natural-language-processing word2vec pydata

Fasttext.js

FastText for Node.js

✭ 127

javascript nodejs neural-networks deeplearning text-classification word2vec machinelearning word-embeddings fasttext language-detection

Ml Projects

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

✭ 127