296 Open source projects that are alternatives of or similar to Word2vec

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

Fast word vectors with little memory usage in Python

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Dict2vec is a framework to learn word embeddings using lexical dictionaries.

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NEG loss implemented in pytorch

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Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

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

基于字符训练词向量

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

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

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🍋支持多人协作的 富文本 编辑器

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Japanese text8 corpus for word embedding.

All my experiments with AI and ML

Etherpad: A modern really-real-time collaborative document editor.

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

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

The reference implementation of "Multi-scale Attributed Node Embedding".

🦆 Contextually-keyed word vectors

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Beautiful visualizations of how language differs among document types.

utils to use word embedding like word2vec vectors in a postgres database

Use pytorch to implement word2vec

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利用文本挖掘技术进行新闻热点关注问题分析

Pre-trained Word2Vec Model for Turkish

Word 2016 vulnerability allows injecting HTML/JS code into a docx file's embeddedHTML="" tags.

List of ~275,000 English words

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.

Microsoft Word and Bibliography Styles extender.

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Prose diffs for any document format supported by Pandoc

A cross-platform assistant for creating malicious MS Office documents. Can hide VBA macros, stomp VBA code (via P-Code) and confuse macro analysis tools. Runs on Linux, OSX and Windows.

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。

PHP client for the Gotenberg API

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

Import and export general library, support Dto import and export, template export, fancy export and dynamic export, support Excel, Csv, Word, Pdf and Html.

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

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A fast, efficient universal vector embedding utility package.

Easily generate .docx files with JS/TS with a nice declarative API. Works for Node and on the Browser.

Repository for the word embeddings experiments described in "Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource", presented at LREC 2016.

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

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

密码生成 flexible and scriptable password dictionary generator which can support brute-force、combination、complex rule mode etc...

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