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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-system-for-machine-learning

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

cachetools

Extensible memoizing collections and decorators

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

darknet_ros

YOLO ROS: Real-Time Object Detection for ROS

ddia

《Designing Data-Intensive Application》DDIA中文翻译

deeplearning2020

course project of Deep learning 2020 Spring

export-csv-to-influx

The python library to export the CSV data into Influx

flux

Flux is a lightweight scripting language for querying databases (like InfluxDB) and working with data. It's part of InfluxDB 1.7 and 2.0, but can be run independently of those.

go-fundamental-programming

《Go 编程基础》是一套针对 Google 出品的 Go 语言的视频语音教程，主要面向新手级别的学习者。

go-study-index

Go 语言学习资料索引

golearning

machine learning/ deep learning

howtolivelonger

程序员延寿指南 | A programmer's guide to live longer

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

javaguide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

kapacitor

Open source framework for processing, monitoring, and alerting on time series data

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

mvision

机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为检测 opencv PCL 双目视觉

nab

The Numenta Anomaly Benchmark

numba

NumPy aware dynamic Python compiler using LLVM

opengemini

An open source distributed time-series database with high concurrency, high performance, and high scalability

opengemini-castor

Data analysis algorithm library

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

recsys-book-notes

推荐系统读书笔记、思维导图等

time_sereis_prediction

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

tsa

real-time anomaly detection online