AnomalyDetection | 基于智能计算框架nupic的异常检测restful Api

by yyccR Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(4)Vulnerabilities Install Support

kandi X-RAY | AnomalyDetection Summary

AnomalyDetection is a Python library. AnomalyDetection has no bugs, it has no vulnerabilities and it has low support. However AnomalyDetection build file is not available. You can download it from GitHub.

最后一个HTM的框架nupic, 详细版本的安装可以参加另外的《HTM算法》文档, 这里pip install nupic就可以在python上运行. 在HTM项目下，有algorithm, api, dao, output, test 共4个package, 主要是algorithm和api两个package, algorithm是HTM算法的文件, api则是该项目的api文件, output里是api调用时的可视化输出, test里面是测试例子(单维度和多维度，包含测试数据, 在test/data路径下), dao待补充，具体为将数据输出到postgresql/mysql. algorithm/实现了单维度(streamAnomalyDetect)和多维度(multiStreamAnomalyDetect)数据输入两种类型. 还有swarm, run两个文件, 其中swarm是训练得到模型参数，耗时比较长，run则是运行swarm得到的参数. 此外，swarm_parameters里的文件是swarm的输入参数，model_parameters里的文件是swarm的输出参数，作为run方法的输入. algorithm里建议使用 streamAnomalyDetect/multiStreamAnomalyDetect 这两种调用方式, swarm/run这种不推荐, 因为 swarm/run 需要先定义swarm_parameters作为swarm的输入, 其输出的model_parameters是run的输入, run的输出即为我们想要的结果, swarm步耗时过长, 且调用复杂, 所以这一方法没有写成api. 在clone的相应目录下, 执行main.py文件, 启动api服务, 另外开窗口在同样的目录下执行testApi.py文件, 可以看到从本地读取文件, 逐条post到服务端, 请求得到结果, 输出到当前的可视化界面, 更详细的调用见下面的api调用.

Support

Quality

Security

License

Reuse

Support

AnomalyDetection has a low active ecosystem.

It has 29 star(s) with 10 fork(s). There are 4 watchers for this library.

It had no major release in the last 6 months.

There are 3 open issues and 0 have been closed. On average issues are closed in 1091 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of AnomalyDetection is current.

Quality

AnomalyDetection has 0 bugs and 0 code smells.

Security

AnomalyDetection has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

AnomalyDetection code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

AnomalyDetection does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

AnomalyDetection releases are not available. You will need to build from source code and install.

AnomalyDetection has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

It has 1005 lines of code, 31 functions and 26 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed AnomalyDetection and discovered the below as its top functions. This is intended to give you an instant insight into AnomalyDetection implemented functionality, and help decide if they suit your requirements.

Runs the detector
Run the anomaly detection method
Generate a swarm model
Write model parameters to a file
Performs multi - anomaly detection
Permomaly detection

Get all kandi verified functions for this library.

AnomalyDetection Key Features

No Key Features are available at this moment for AnomalyDetection.

AnomalyDetection Examples and Code Snippets

No Code Snippets are available at this moment for AnomalyDetection.

Community Discussions

Trending Discussions on AnomalyDetection

How to link google drive using google colab

implicty error about cs0029 in C# Machine Learning

Dynamically modify JSON file in bash script with jq - use heredocs or key assignments?

Git: How to catchup dev to master?

QUESTION

How to link google drive using google colab

Asked 2021-Dec-17 at 08:47

I'm trying to read images to from google drive using google colab.Images are in folder AnomalyDetection/images

I'm trying to link the folder using following command

...

ANSWER

Answered 2021-Dec-17 at 08:47

You need to add content first.

Source https://stackoverflow.com/questions/70390427

QUESTION

implicty error about cs0029 in C# Machine Learning

Asked 2021-Feb-17 at 06:05

When i do the ML.DOTNET practice through Microsoft Docs presented exercise, I found error that about CS0029 The total code is like that

...

ANSWER

Answered 2021-Feb-16 at 00:29

static void DetectPeriod(MLContext mlContext, IDataView phoneCalls) says that DetectPeriod() doesn't return anything. You're then trying to assign that non-existent return value to int period.

You need to change the definition to returning int, and then actually return an int value.

Source https://stackoverflow.com/questions/66217145

QUESTION

Dynamically modify JSON file in bash script with jq - use heredocs or key assignments?

Asked 2020-Nov-03 at 16:08

Below is the part of my JSON file, the JSON file itself is longer.

...

ANSWER

Answered 2020-Nov-02 at 16:41

Another alternative is handling all the arguments within jq:

Source https://stackoverflow.com/questions/64646374

QUESTION

Git: How to catchup dev to master?

Asked 2020-Feb-12 at 18:18

We did an overhaul on our github repo to set up auto deployments, and now I'm confused on how to pull the dev branch from remote, and have it catch up to master. Right now dev is 10 commits behind master. I tried the following below, but I think I created a local dev branch, pulled master, and didn't set up a link between dev local and dev remote? Is there an easy way to fix this? Thanks ahead of time.

...

ANSWER

Answered 2020-Feb-12 at 18:10

Figured it out.

First I switched to master:

Source https://stackoverflow.com/questions/60194007

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install AnomalyDetection

You can download it from GitHub.
You can use AnomalyDetection like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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