67 Open source projects that are alternatives of or similar to fastText1607

Lightning Fast Language Prediction 🚀

Telegram Data Clustering contest solution by Mindful Squirrel

Exploring the simple sentence similarity measurements using word embeddings

Implementing Facebook's FastText with java

All about Neural Networks!

Serve your fastText models for text classification and word vectors

A fast, efficient universal vector embedding utility package.

.NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Topic Modelling for Humans

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Serverless hashtag recommendations using fastText and Python with AWS Lambda

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

CVTK, a Computer Vision ToolKit.

Predicts the best chess move with 27.5% accuracy by a single matrix multiplication

Code for "Effective Dimensionality Reduction for Word Embeddings".

Embedding模型代码和学习笔记总结

Node wrapper around FastText Library

JavaScript implementation of the FastText prediction algorithm

Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors

Tools for shrinking fastText models (in gensim format)

📈 Find your fasttext hyperparameters quickly and easily.

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

Pre-trained word vectors of 30+ languages

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

A data set and model for german sentiment classification.

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

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

Using pre trained word embeddings (Fasttext, Word2Vec)

🕷️ The pipeline for the OSCAR corpus

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

基於關聯式新聞提取方法之雙階段注意力機制模型用於股票預測

FastText for Node.js

A GitHub Action to suggest related or similar issues, documents, and links. Based on the power of NLP and fastText.

兜哥出品 <一本开源的NLP入门书籍>

Machine learning driven issue classification bot.

R wrapper for fastText

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

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.

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

NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager

State of the Art Neural Networks for Deep Learning

A Python interface for Facebook fastText

An asynchronous concurrent pipeline for classifying Common Crawl based on fastText's pipeline.

Automatic paper clustering and search tool by fastext from Facebook Research

all kinds of baseline models for long text classificaiton( text categorization)

finalfusion embeddings in Rust

Flask web server to serve supervised models trained with FastText.

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Yet another Python binding for fastText

all kinds of text classification models and more with deep learning

fastText model serving service

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.

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

Library for fast text representation and extreme classification.

Language detection using Spacy and Fasttext

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

Sentence Classifications with Neural Networks