abhi9/devbook repository overview

⁠DevBook

DevBook aims to be a simple development environment for data scientist and normal developers. It contains a whole array of kernels and helper tools for a simple and effective development lifecycle

⁠Kernels

Below is a list of kernels install and made available in the notebook

• Python Kernel
• Scala Kernel
• Spark Kernel
• SQL Kernel
• Javascript Kernel (iJavaScript)
• iTypeScript Kernel
• iMongo Kernel
• R Kernel
• Redis Kernel
• MatLab kernel

⁠Helpers/Lab Extensions

Below is a list of Lab extensions which are installed

• Hub Extension
• Bokeh
• Lab Manager
• Git
• qGrid
• Code Formatter (Block)
• Go To Defenition
• Spread Sheet
• Cell Tags
• Run All Extensions
• Spark UI Tab Not sure how to use
• Topbar Extension
• System Monitor
• SQL
• AutoVersion
• Spark Magic

⁠Packages pre-installed

Below is list of packages or libraries pre-installed

• SQL Server Driver (18.10)
• ODBC Driver
• PyODBC
• iPython SQL
• iPyParallel
• r-TidyVerse 1.2x
• r-shiny 1.2x
• r-forecast 8.2x
• r-rsqlite 2.1x
• r-reshape2
• r-nycflights 13
• r-caret 6.0
• r-rcurl 1.95x
• r-crayon 1.3x
• r-randomforest 4.6x
• r-htmltools 0.3x
• r-sparklyr 0.9x
• r-htmlwidgets 1.2x
• r-hexbin 1.27x
• tensorrec
• psycopg2-binary
• dist-keras
• scikit-multilearn
• rpy2
• strsim
• fuzzywuzzy
• python-levenshtein
• dedupe