tensorflow_fasttext

Text classifier

An open-source implementation of a text classification system using word embeddings and TensorFlow.

Simple embedding based text classifier inspired by fastText, implemented in tensorflow

GitHub

302 stars
20 watching
93 forks
Language: Python
last commit: over 6 years ago
Linked from 1 awesome list

fasttextlanguage-identificationtensorflowtext-classifier

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
tensorflow/text Preprocessing and processing tools for text data in machine learning models 1,233
dinghanshen/swem A software project that implements word embedding-based models for text classification tasks and provides pre-trained embeddings and evaluation scripts. 284
ankane/fasttext-ruby Efficient text classification and representation learning library for Ruby 203
xiayandi/pytorch_text_classification An implementation of convolutional neural networks for text classification using PyTorch 66
sergioburdisso/pyss3 A Python package implementing an interpretable machine learning model for text classification with visualization tools 336
2shou/textgrocery A text classification tool based on LibLinear with support for Chinese tokenize using jieba. 678
taki0112/resnext-tensorflow An implementation of ResNeXt architecture for image classification on Cifar10 using TensorFlow 158
chenxi116/pnasnet.tf An implementation of PNASNet-5 architecture in TensorFlow for image classification on ImageNet. 102
toddkramer/documentclassifier A framework for classifying text documents into predefined categories using machine learning and Core ML. 44
junwei-pan/fasttext_torch A Torch implementation of fasttext-based text classification 72
hjptriplebee/vgg19_with_tensorflow An implementation of VGG19 using TensorFlow and OpenCV for image classification 178
benathi/multisense-prob-fasttext An implementation of a probabilistic FastText model for multi-sense word embeddings 149
androidthings/sample-tensorflow-imageclassifier An Android Things project that uses TensorFlow Lite to classify images from a camera and provide spoken results. 622
mwydmuch/napkinxc A fast and simple library for multi-class and multi-label classification 64
tensorflow/haskell Haskell bindings for a popular machine learning framework, allowing developers to build and deploy neural networks in the Haskell programming language. 1,582