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Kevin's Projects

ai-edu icon ai-edu

AI education materials for Chinese students, teachers and IT professionals.

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-python-cn icon awesome-python-cn

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由伯乐在线持续更新。

baidupcs-go-web icon baidupcs-go-web

BaiduPCS-Go 前端Web UI。可以放在远程服务器里面快速实现离线下载。

captura icon captura

Capture Screen, Audio, Cursor, Mouse Clicks and Keystrokes

chinese-poetry icon chinese-poetry

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

conda icon conda

OS-agnostic, system-level binary package manager and ecosystem

cytoolz icon cytoolz

Cython implementation of Toolz: High performance functional utilities

data icon data

An index of all open-source data

dbeaver icon dbeaver

Free universal database tool and SQL client

deep-learning-learning-notes icon deep-learning-learning-notes

《深度学习》因封面为一簇花丛又称“花书”，是由深度学习领域老、中、青三代结合而成的经典之作，被业界尊称为“AI圣经”。其中Yoshua Bengio为深度学习的三驾马车之一，Ian Goodfellow因发明了GAN而闻名，最后Aaron Courville为青年研究者。花书从应用数学基础开始，围绕着神经网络拓展开来，因此相较于《机器学习》全面介绍不同类型的算法，花书可以看作为神经网络章节的延伸，从深度前馈神经网络，到卷积神经网络，再到循环神经网络，以及辅助神经网络训练调参的正则化、优化方法、实践策略。记录了本人在学习过程中的核心知识点以及辅助理解的拓展知识点，希望能帮助大家打开深度学习新世界的大门。

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

fast-pandas icon fast-pandas

Benchmark for different operations in pandas against various dataframe sizes.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ipython icon ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

lantern icon lantern

🔴Lantern Latest Download https://github.com/getlantern/lantern/releases/tag/latest 🔴蓝灯最新版本下载 https://github.com/getlantern/forum/issues/833 🔴

linux-command icon linux-command

Linux命令大全搜索工具，内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

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