A collection of Google research projects related to Federated Learning and Federated Analytics.

Solutions manual with odd-numbered solutions

Programs

⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

机器学习算法python实现

Basic Machine Learning and Deep Learning

Python Data Science Handbook: full text in Jupyter Notebooks

Command-line program to download videos from YouTube.com and other video sites

Roadmap to becoming an Artificial Intelligence Expert in 2022

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

An Open Source Machine Learning Framework for Everyone

Python脚本。模拟登录知乎， 爬虫，操作excel，微信公众号，远程开机