Code Monkey home page Code Monkey logo

dataframe-utils's Introduction

DataFrames Build status

A library consuming partquet-dotnet used to build a feature abstractions for ParquetReader. The following are features that are available through the library.

  • Ability to scale page reads across Service Fabric nodes
  • Execute correlation matrix across large parquet DataSet
  • Summary column statistics across millions or billions of rows
  • Linear regression at Service Fabric scale with SGD

This project exposes a few packages:

DataFrame.Math

A set of LINQ operators to calculate the following functions on a stream of numbers:

  • Kurtosis
  • Mean
  • Quantile25, Quantile75
  • Median
  • Skewness
  • Standard Deviation
  • Variance

Common math data structures - Matrix<T>, Series, Frame

DataFrame.Formats

Integration with different data formats (Parquet, CSV etc.). Supported formats:

  • Apache Parquet
  • CSV

Contributing

Please read contibuting section for general git guidanec and architecture for code orientation.

dataframe-utils's People

Contributors

azurecoder 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.