https://github.com/probcomp/BayesDB

A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. New implementation in http://github.com/probcomp/bayeslite
https://github.com/probcomp/BayesDB

Last synced: about 1 month ago
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A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. New implementation in http://github.com/probcomp/bayeslite

• Host: GitHub
• URL: https://github.com/probcomp/BayesDB
• Owner: probcomp
• License: apache-2.0
• Created: 2013-10-03T00:46:53.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2015-09-24T18:58:50.000Z (over 8 years ago)
• Last Synced: 2024-05-02T00:28:47.852Z (about 2 months ago)
• Homepage: http://probcomp.csail.mit.edu/software/bayesdb/
• Size: 60.9 MB
• Stars: 887
• Watchers: 90
• Forks: 52
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• data-engineering-collection - BayesDB - statistic oriented SQL database. (`NewSQL Databases`)
• awesome-bigdata - BayesDB - statistic oriented SQL database. (NewSQL Databases)
• my-awesome-stars - probcomp/BayesDB - A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. New implementation in http://github.com/probcomp/bayeslite (Others)
• awesome-bigdata - BayesDB - statistic oriented SQL database. (NewSQL Databases)
• alex-mikhalev-awesome-stars - BayesDB - A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. New implementation in http://github.com/probcomp/bayeslite (Others)
• awesome-bigdata - BayesDB - statistic oriented SQL database. (NewSQL Databases)

README

        
BayesDB

=======

This repository contained a previous implementation of BayesDB which

has been replaced by the new implementation Bayeslite. For the new

repository, visit https://github.com/probcomp/bayeslite. For

information about BayesDB in general, visit

http://probcomp.csail.mit.edu/bayesdb

BayesDB, a Bayesian database, lets users query the probable

implications of their data as easily as a SQL database lets them query

the data itself. Using the built-in Bayesian Query Language (BQL),

users with no statistics training can solve basic data science

problems, such as detecting predictive relationships between

variables, inferring missing values, simulating probable observations,

and identifying statistically similar database entries.

# License

[Apache License, Version 2.0](https://github.com/probcomp/bayesdb/blob/master/LICENSE)