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QHD的属性面板

AI匠的哔哩哔哩

知未智能 KDF.info

知未智能KDF 联合创始人 & CTO,北京大学计算机学士,微软AI最具价值专家(AI MVP)1,Google Machine Learning Developers Expert(GDE ML)2

段清华先生从工作以来一直从业于金融科技领域,同时具备充分的人工智能技术研发经验,在科技公司的经历中也积累了足够的项目架构与管理经验。

段清华毕业后一直在金融科技领域工作,先后就职于文因互联、金证优智。有多年金融科技项目经验,带领团队完成过问答机器人、投研系统、监管舆情、知识图谱等项目。 擅长领域为机器学习与自然语言处理,对机器人对话系统、问答系统,金融相关的解析、抽取、搜索、生成、量化分析、知识图谱等细分方向有深入研究。

段清华在工作经历中一直对于对话机器人,基于对话的操作界面(Dialog User Interface)有持续研究,2016年开始就在对话机器人写过多篇文章并深入研究3 (700+ star)并在同年实现基于深度学习的闲聊部分4 (700+star)。

在2018年在哈尔滨召开的SMP第二届中文人机对话技术评测中,清华凭借着人机对话领域卓越的技术实力,领导句子互动参赛团队得到了行业专家评委的一致认同和推荐,荣获本次SMP任务型人机对话回复自然度第1名,在线评测第4名的好成绩。

段清华的深度学习相关开发至少可以追溯到2015年,开始使用基于C++&CUDA的代码实现自动编码器5

段清华同时也擅长JavaScript/Node.js/React的开发,可以追溯到2015年就不依赖其他框架,自主实现过一个纯JavaScript 2D RPG网页游戏的在线Demo开发,至今依然可以在主流桌面浏览器上运行DEMO 6

Footnotes

  1. https://mvp.microsoft.com/en-us/PublicProfile/5003664?fullName=Qinghua%20Duan

  2. https://developers.google.com/community/experts/directory/profile/profile-qinghua-duan

  3. https://github.com/qhduan/ConversationalRobotDesign/

  4. https://github.com/qhduan/Seq2Seq_Chatbot_QA

  5. https://github.com/qhduan/autoencoder

  6. https://github.com/qhduan/RPG 在线DEMO:http://qhduan.github.io/RPG/

段清华DEAN's Projects

openblas icon openblas

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

paddlegan icon paddlegan

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

paddlenlp icon paddlenlp

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

paddleocr icon paddleocr

OCR toolkit based on PaddlePaddle (基于飞桨的OCR工具库,包含总模型仅8.6M的超轻量级中文OCR,同时支持多种文本检测、文本识别的训练算法。)

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

pdfplumber icon pdfplumber

Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.

personrelationknowledgegraph icon personrelationknowledgegraph

ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远程监督与bootstrapping方法的人物关系抽取,基于知识图谱的知识问答等应用。

pocketsphinx icon pocketsphinx

PocketSphinx is a lightweight speech recognition engine, specifically tuned for handheld and mobile devices, though it works equally well on the desktop

poetry icon poetry

非常全的古诗词数据,收录了从先秦到现代的共计85万余首古诗词。

pomelo icon pomelo

A fast,scalable,distributed game server framework for Node.js.

posenet-python icon posenet-python

A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

probot icon probot

🤖 A framework for building GitHub Apps to automate and improve your workflow

proxychains-ng icon proxychains-ng

proxychains ng (new generation) - a preloader which hooks calls to sockets in dynamically linked programs and redirects it through one or more socks/http proxies. continuation of the unmaintained proxychains project. the sf.net page is currently not updated, use releases from github release page instead.

pyautogui icon pyautogui

A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.

pycorrector icon pycorrector

错别字纠正算法。调用pycorrector接口,使用规则。

pyhanlp icon pyhanlp

自然语言处理工具包HanLP的Python接口

pyhanlps icon pyhanlps

一个Java的NLP工具包HanLP的python封装

pyod icon pyod

A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)

pysocks icon pysocks

一个类似go什么age什么nt的工具,采用服务器+客户端的结构,但是区别在于是使用了socks5协议

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