Giter VIP home page Giter VIP logo

anomaly-api's Introduction

Timeserie analysis API

Installation

It is strongly recommended to use an Anaconda virtual env (Python=3.7) to run this API

Once the Anaconda env is set up run the following commands:

pip install -r requirements.txt
conda install gcc
conda install -c conda-forge fbprophet

Available routes:

POST "/detect"
  
Expected request body:
{
  "<timestamp>": "<value>"
}
POST "/forecast"
  
Expected request body:
{
	"timeserie": {
                "<timestamp>": "<value>"
				       },
	"future_ahead": <intValue>,
	"frequency": "S" ("S", "M", "H", "D")
}

timeserie: represents your ts in terms of <key: value>
future_ahead: represents the number of frequencies ahead in the future you to want to predict
frequency: represents the frequency of future data you want to predict. E.g. "S" -> seconds or "D" -> days

anomaly-api's People

Contributors

mateusfiori avatar

Stargazers

nilux avatar Nikolaus Schlemm avatar

Watchers

James Cloos avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.