Giter Site home page Giter Site logo

cml-experiences's Introduction

CML Experiences

Goal of this repository is to provide some few easy examples of demo to run on CML.

It relies on Data generated previously be Datagen.

Data Generation

To generate data, there are two ways:

  1. Use the script gen_data.sh to generate data. You will need to change variables at the top of the script to match your environment. WARNING: install jq before running the script, example: yum install jq

  2. Do it manually by following below instructions to generate data using swagger (or directly API) of Datagen (a service deployed in your base cluster).

Weather

Use Datagen to generate data in hdfs-parquet with following parameters:

Then play weather-model.py file in a CML Session.

Bank Accounts

Use Datagen to generate data in hdfs-parquet with following parameters:

Then play bank-accounts.py file in a CML Session.

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.