duanzhihua's Projects
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
《TensorFlow 快速入门与实战》课件与参考代码
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Final Exercises for TensorFlow certificate course
An anaconda testing playground.
CNN-RNN中文文本分类,基于TensorFlow
text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network
text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.
Generate text images for training deep learning ocr model
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
A PyTorch-based knowledge distillation toolkit for natural language processing
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
’达观杯‘文本智能处理挑战赛,文本分类任务的实现,包括一些传统的监督学习算法和深度学习算法,主要基于sklearn/xgb/lgb/pytorch包实现。
tensorflow implementation
Tutorials for TensorFlow APIs the official documentation doesn't cover
Codes for time series forecast
A parser for output of the traceroute command, written in Python.
Transformers for Natural Language Processing, published by Packt
Understand concept in the paper "Attention Is All You Need" such as multi-headed self-attention and positional encoding. Also, implementation of Transformer using FastAi library.
基于Transformers的文本分类
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF etc.
Train transformer language models with reinforcement learning.
Parses the output of a traceroute execution into an AST
[ICLR2022] official implementation of UniFormer
所有的util