243 Open source projects that are alternatives of or similar to Text2vec

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.

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

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

🦆 Contextually-keyed word vectors

Some research experiments

FastText for Node.js

Japanese text8 corpus for word embedding.

Go library for performing computations in word2vec binary models

A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.

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

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

Python Framework for Extractive Text Summarization

Use pytorch to implement word2vec

利用文本挖掘技术进行新闻热点关注问题分析

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

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.

Implementation of Hierarchical Attention Networks in PyTorch

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

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

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

NEG loss implemented in pytorch

Japanese word embedding with Sudachi and NWJC 🌿

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。

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

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。

A word2vec port for Windows.

IQA: Deep Image Structure and Texture Similarity Metric

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

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

Implementing Facebook's FastText with java

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

Notebooks for the Seattle PyData 2017 talk on Scattertext

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

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

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

基于字符训练词向量

Using pre trained word embeddings (Fasttext, Word2Vec)

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

Beautiful visualizations of how language differs among document types.

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

A complete pytorch implementation of skip-gram

Record Linkage ToolKit (Find and link entities)

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Library for Korean morpheme and word vector representation

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

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>

A Clojure library for querying large data-sets on similarity

Using word vectors to classify spam messages

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

Machine learning, in numpy

Best Practices, code samples, and documentation for Computer Vision.

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

Inspired by word2vec-pride-vis the replacement of words of Russian most valuable novels text with closest word2vec model words. By Boris Orekhov

A fast, efficient universal vector embedding utility package.

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

Compare html similarity using structural and style metrics

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

Pre-trained Word2Vec Model for Turkish