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apue

Advanced Programming in the UNIX

book-mathmatical-foundation-of-reinforcement-learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

darts

A python library for user-friendly forecasting and anomaly detection on time series.

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

helloworld

practice

jiekou-python3

接口自动化测试框架——python版，支持HTTP，dubbo协议接口

machine-learning-in-action-python3

Data&code for Machine-Learning-in-Action by Python3 | 《机器学习实战》数据与Python3源码:cat2:

numpy-ml

Machine learning, in numpy

paddlets

Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.

python3-source-code-analysis

《Python 3 源码剖析》

python3_webspider

Python3 网络爬虫实践集合。涉及多类型验证码识别、多类型模拟登陆、多类型反反爬措施、APP数据抓取、Scrapy框架、分布式爬虫等。

pythonproject1

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rl_learning

wombat

Windfarm Operations & Maintenance cost-Benefit Analysis Tool