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Update README and Vagrant to release 0.6
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Martijn Gosselink committed Aug 24, 2017
1 parent 9951e37 commit 726154e
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21 changes: 20 additions & 1 deletion README.rst
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Eskapade
========

Version: 0.5
Version: 0.6

Eskapade is a light-weight, python-based data analysis framework, meant for all sorts of data analysis problems.


Release notes
=============

Version 0.6
-----------

The primary feature of version 0.6 (August 2017) is the inclusion of Spark, but this version
also includes several other new features and analyses.

We include multiple Spark links and 10 Spark examples on:

* The configuration of spark, reading, writing and converting spark dataframes, applying functions and queries to dataframes,
filling histograms and (very useful!) applying arbitrary functions (e.g. pandas) to groupby calls.

In addition we hade added:

* A ROOT analysis for studying and quantifying between sets of (non-)categorical and observables.
This is useful for finding outliers in arbitrary datasets (e.g. surveys), and we include a tutorial of how to do this.
* A ROOT analysis on predictive maintenance that decomposes a distribution of time difference between malfunctions
by fitting this multiple Weibull distributions.
* New flexible features to create and chain analysis reports with several analysis and visualization links.

Version 0.5
-----------

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6 changes: 6 additions & 0 deletions vagrant/dev_image/Vagrantfile
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Expand Up @@ -25,4 +25,10 @@ Vagrant.configure("2") do |config|

# mount ESKAPADE repository
config.vm.provision "shell", path: "mount.sh", run: "always"

# login
config.ssh.username = "vagrant"
config.ssh.password = "vagrant"
config.ssh.insert_key = false

end
2 changes: 1 addition & 1 deletion vagrant/dev_image/eskapade-dev.json
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"name": "virtualbox",
"url": "https://s3-eu-west-1.amazonaws.com/kpmg-eskapade-share/release/0.6/eskapade-dev-0.6.box",
"checksum_type": "sha1",
"checksum": "0cdc456d3415889ced739845cb619278a6111e05"
"checksum": "b988de0d3a62ddfde1817a4ff64a40186f5bda4a"
}
]
}
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