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主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries
Python数据科学系专栏（pandas、Numpy、SKlearn、Matplotlib）、实战项目（代码、讲解、数据集）
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Python爬虫实战 - 模拟登陆各大网站 包含但不限于：滑块验证、拼多多、美团、百度、bilibili、大众点评、淘宝，如果喜欢请start ❤️
微博爬虫及配套工具箱，微博用户、话题、评论采集一网打尽。图片下载、情感分析，地理位置、关系网络、spammer 机器人识别等功能应有尽有。Docs：https://buyixiao.github.io/blog/weibo-super-spider.html 配套可视化网站：https://buyixiao.github.io/blog/one-stop-weibo-visualizatio…
a tag and recommend system for old bus driver 给老司机用的一个番号推荐系统
Binary Problem of Golden Retrievers vs. Shetland Sheepdogs
Python Implementation of Bag of Words for Image Recognition using OpenCV and sklearn
A simple binary classifier to predict if the given image is a cat or a dog.
A simple face anti-spoofing based on CNN trained with HSV + YCrCb color feature, implemented with tensorflow and keras.
Scrape Facebook public pages without an API key
An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).
Face Anti-spoofing with Binocular Camera
The model is based on an anti-spoofing algorithm for face recognition. Python implementation of multiscale retinex model.
Jupyter notebooks for using & learning Keras
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Texture Matching using Local Binary Patterns (LBP)