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Mao Jiashun's Projects

text--summarization icon text--summarization

Automatic summarization is the process of shortening a text document with software, in order to create a summary with the major points of the original document. Technologies that can make a coherent summary take into account variables such as length, writing style and syntax.

text-classification icon text-classification

Tensorflow-implemented text classificators including FastText, TextCNN, TextRNN, TextBiRNN, TextRCNN, HAN, etc.

text-cnn-tensorflow icon text-cnn-tensorflow

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

textcnn icon textcnn

使用CNN进行文本分类,工具为TensorFlow

textrnn icon textrnn

使用TensorFlow工具来实现RNN分类功能

textured-3d-gan icon textured-3d-gan

Learning Generative Models of Textured 3D Meshes from Real-World Images, ICCV 2021

tf-model-deploy-tutorial icon tf-model-deploy-tutorial

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

the-photoswitch-dataset icon the-photoswitch-dataset

Repository containing a benchmark dataset for machine learning property prediction of photoswitch molecules: https://arxiv.org/abs/2008.03226

tightbinding icon tightbinding

Simple SPS* tight binding code based on parameters from Vogl, Hjalmarson & Dow

tiny icon tiny

Tiny Face Detector, CVPR 2017

tiny_python_projects icon tiny_python_projects

Code for Tiny Python Projects (Manning, 2020). Learning Python through test-driven development of games and puzzles.

tokenizers icon tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

toolkit icon toolkit

A set of useful tools for DL experiments, project templates, etc.

torchga icon torchga

Train PyTorch Models using the Genetic Algorithm with PyGAD

torchx icon torchx

TorchX is a library containing standard DSLs for authoring and running PyTorch related components for an E2E production ML pipeline

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

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