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
302 stars
20 watching
91 forks
Language: Python
last commit: over 6 years ago
Linked from 1 awesome list
fasttextlanguage-identificationtensorflowtext-classifier
Related projects:
Repository | Description | Stars |
---|---|---|
tensorflow/text | Preprocessing and processing tools for text data in machine learning models | 1,239 |
dinghanshen/swem | Reproduces the results of an ACL 2018 paper on simple word-embedding-based models for natural language processing tasks. | 284 |
ankane/fasttext-ruby | Efficient text classification and representation learning library for Ruby | 204 |
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. | 677 |
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 | This framework uses machine learning to classify documents into predefined categories | 44 |
junwei-pan/fasttext_torch | An implementation of a text classification algorithm using Torch and the fasttext technique | 72 |
hjptriplebee/vgg19_with_tensorflow | An implementation of the VGG19 deep learning model using TensorFlow and Python. | 179 |
benathi/multisense-prob-fasttext | An implementation of a probabilistic FastText model for multi-sense word embeddings | 148 |
androidthings/sample-tensorflow-imageclassifier | An Android Things project that uses TensorFlow Lite to classify images from a camera and provide spoken results. | 621 |
mwydmuch/napkinxc | A fast and simple library for multi-class and multi-label classification | 65 |
tensorflow/haskell | Haskell bindings for a popular machine learning framework, allowing developers to build and deploy neural networks in the Haskell programming language. | 1,583 |