Top 66 fasttext open source projects

Ai law
all kinds of baseline models for long text classificaiton( text categorization)
Pyfasttext
Yet another Python binding for fastText
Cw2vec
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
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.
Sentence Classification
Sentence Classifications with Neural Networks
Wordvectors
Pre-trained word vectors of 30+ languages
Embedding As Service
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Fasttext4j
Implementing Facebook's FastText with java
Wordembeddings Elmo Fasttext Word2vec
Using pre trained word embeddings (Fasttext, Word2Vec)
Text Classification Demos
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
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
Whatthelang
Lightning Fast Language Prediction 🚀
Cvtk
CVTK, a Computer Vision ToolKit.
✭ 119
cfasttext
Nlp
兜哥出品 <一本开源的NLP入门书籍>
Half Size
Code for "Effective Dimensionality Reduction for Word Embeddings".
Nlp Journey
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.
Tgcontest
Telegram Data Clustering contest solution by Mindful Squirrel
Convai Bot 1337
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager
Fasttext Node
Node wrapper around FastText Library
Fasttext.py
A Python interface for Facebook fastText
Pytorchtext
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)
Cvpr paper search tool
Automatic paper clustering and search tool by fastext from Facebook Research
Embeddingsviz
Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors
Keras Textclassification
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
Fasttext Tuning
📈 Find your fasttext hyperparameters quickly and easily.
Bert language understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Textclassification Keras
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
Mynlp
一个生产级、高性能、模块化、可扩展的中文NLP工具包。(中文分词、平均感知机、fastText、拼音、新词发现、分词纠错、BM25、人名识别、命名实体、自定义词典)
Lmdb Embeddings
Fast word vectors with little memory usage in Python
Fast sentence embeddings
Compute Sentence Embeddings Fast!
Biosentvec
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
Tensorflow fasttext
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
node-fasttext
Nodejs binding for fasttext representation and classification.
fastText1607
Unofficial Implementation of "Bag of Tricks for Efficient Text Classification", 2016, Armand Joulin et al. (https://arxiv.org/pdf/1607.01759.pdf)
word embedding
Sample code for training Word2Vec and FastText using wiki corpus and their pretrained word embedding..
fasttext-server
Flask web server to serve supervised models trained with FastText.
nlpbuddy
A text analysis application for performing common NLP tasks through a web dashboard interface and an API
ticket-tagger
Machine learning driven issue classification bot.
FastText.NetWrapper
.NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!
goclassy
An asynchronous concurrent pipeline for classifying Common Crawl based on fastText's pipeline.
compress-fasttext
Tools for shrinking fastText models (in gensim format)
fasttext-serverless
Serverless hashtag recommendations using fastText and Python with AWS Lambda
1-60 of 66 fasttext projects