This is the Linux app named Vaex whose latest release can be downloaded as Versionlinkedtothepaper.zip. It can be run online in the free hosting provider OnWorks for workstations.
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Vaex
DESCRIPTION
Data science solutions, insights, dashboards, machine learning, deployment. We start at 100GB. Vaex is a high-performance Python library for lazy Out-of-Core data frames (similar to Pandas), to visualize and explore big tabular datasets. It calculates statistics such as mean, sum, count, standard deviation etc, on an N-dimensional grid for more than a billion (10^9) samples/rows per second. Visualization is done using histograms, density plots and 3d volume rendering, allowing interactive exploration of big data. Vaex uses memory mapping, zero memory copy policy and lazy computations for best performance (no memory wasted). Cut development cut development time by 80%. Your prototype is your solution. Create automatic pipelines for any model.
Features
- Cut developement time by 80%
- Your prototype is your solution
- Create automatic pipelines for any model
- Improve your business right away
- Deploy your models to Amazon Web Services or Google Cloud Platform with a single command
- Empower your data scientists
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/vaex.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
