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ad_examples

A collection of popular anomaly detection methods (iid/point-based and time series) including active learning for anomaly detection/discovery, description for diversity/explanation/interpretability. With a deeper analysis of incorporating label feedback with ensemble and tree-based detectors. Includes results-plots and illustrations for most approaches covered.

anomalydetection.jl

applied-deep-learning-resources

A collection of research articles, blog posts, slides and code snippets about deep learning in applied settings.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

cmcc-edu_autoconfiger

在学校使用CMCC-EDU的WiFi，每次连接到该WiFi后都需要手工输入用户名和密码，最后还有一个简单的验证码。该项目的目标是利用机器学习自动识别验证码，连接WiFi后自动进行登陆。

cv2_learning

Learning OpenCV for python

disease_treatment_spider

一个小型爬虫系统，用于在指定网站爬取疾病和相对的诊疗方案信息，并将爬取到的信息持久化到SQLite数据库中

elki

ELKI Data Mining Toolkit

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

handson-ml2

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.

hid-relay

Arduino project to convert wired USB HID device to Bluetooth (pipes USB HID reports out through a Bluetooth HID module)

interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记

ipython-notebooks

A collection of IPython notebooks covering various topics.

ishadowsocks_spider

该系统使用scrapy框架爬取ishadowsocks网站上的服务器、端口和密码等信息。

kgqamedicine

以疾病为中心的一定规模医药领域知识图谱的问答系统

knowledgegraphdemo

demos of KG

ligrw

source code for "A New Outlier Detection Model Using Random Walk on Local Information Graph, IEEE Access 2018"

lrr

Low-Rank Representation Python implementation

makingfun

Making fun with python

mvod

code for "Latent Discriminant Subspace Representations for Multi-View Outlier Detection, AAAI 2018"

my-git

Individual collecting material of learning git（有关 git 的学习资料）

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nilmtk

Non-Intrusive Load Monitoring Toolkit (nilmtk)

nlp-knowledge-graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

nlp_resources

关于自然语言处理的各种资源

nyspider

各种爬虫---大众点评，amazon,安居客，58，人人贷，拍拍贷，和讯网股票，豆瓣，无讼案例，众筹网，搜房网...

plaid

IPython Notebook to explore PLAID dataset

prml

PRML algorithms implemented in Python

prmlt

Matlab code for machine learning algorithms in book PRML

pyaad

Implementation of Active Anomaly Discovery (AAD) in Python