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Hi there,I'm Duanzhihua 👋

智华从事大数据开发和运维工作十余年,码龄5年,深入研究Spark2.1.1、Spark2.4.0版本源码,参与王家林大咖主编出版Spark系列图书5本,清华大学出版社最新出版2本新书《Spark大数据商业实战三部曲:内核解密|商业案例|性能调优》第二版、《企业级AI技术内幕:深度学习框架开发+机器学习案例实战+Alluxio解密》,《企业级AI技术内幕》新书分为盘古人工智能框架开发专题篇、机器学习案例实战篇、分布式内存管理系统Alluxio解密篇。《Spark大数据商业实战三部曲:内核解密|商业案例|性能调优》第二版以数据智能为灵魂,以Spark2.4.X版本为载体,分为内核解密篇,商业案例篇,性能调优篇和Spark+AI解密篇,共32章,1302页。从2015年开始撰写博文,累计原创1059篇,涵盖人工智能、强化学习等内容,博客阅读量达155万次,获CSDN2019博客之星第九名

智华讲解课程,欢迎读者学习! 盘古人工智能框架开发专题:https://edu.csdn.net/course/detail/31166

51CTO 学院:https://edu.51cto.com/lecturer/10551036.html

CSDN 学院:https://edu.csdn.net/lecturer/5426?spm=1002.2001.3001.4144

CSDN博客: https://duanzhihua.blog.csdn.net/

duanzhihua's Projects

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

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。

text-detection-ctpn icon text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

text_recognition_toolbox icon text_recognition_toolbox

text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

textbrewer icon textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

textclassification-keras icon textclassification-keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

textclassificationimplement icon textclassificationimplement

’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。

transformers-in-nlp icon transformers-in-nlp

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.

transformers_tasks icon transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF etc.

trl icon trl

Train transformer language models with reinforcement learning.

trparse icon trparse

Parses the output of a traceroute execution into an AST

uniformer icon uniformer

[ICLR2022] official implementation of UniFormer

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