BayesDB NoSQL DB App

BayesDB

by DARPA

A probabilistic programming platform for data analysis.
Helps with: NoSQL DB
Similar to: NDatabase App Sterling App InfluxDB App InterSystems Cache App More...
Source Type: Closed
License Types:
MIT
Supported OS:
Languages: Other

What is it all about?

BayesDB is a probabilistic programming platform that enables users to query the probable implications of their data as directly as SQL databases enable them to query the data itself.

Key Features

* The Bayesian Query Lanuage (BQL) allows analysts and domain experts to interact perform Bayesian data analysis without requiring a detailed understanding of model implementation. That means queries can be articulated before models have been build, and models can be improved and optimized without invalidating existing queries. * The Meta-modeling Language (MML) enables machine assisted modeling for populations based on samples and domain insight. By specifying population schemas and also by using the MML, domain experts can encode qualitative prior knowledge and control the behavior of BayesDB's built-in model building engine. * MML includes constructs for integrating arbitrary algorithmic models contained in external software, and for invoking a standard library of custom statistical modeling techniques. * BQL enables users to generate answers to a broad class of "what-if?" scenarios, contingencies and hypotheticals. These samples can be used as proxy data in sensitive settings, as the basis for model checking by domain experts, and as the basis for making complex risk-reward tradeoffs requiring full probability distributions on outcomes.


Pricing

Yearly
Monthly
Lifetime
Free
Freemium
Trial With Card
Trial No Card
By Quote

Description

free

Alternatives

View More Alternatives

View Less Alternatives

Top DiscoverSDK Experts

User photo
60
Billy Joel Ranario
Full Stack Web Developer and Article Writer
GUI | Data Handling and 31 more
View Profile
User photo
20
Jacques GOUIMENOU
I am currently Datascientist. Type of business or sector is: industries, health sector, finance, etc
Multimedia | Computer Vision and 25 more
View Profile
User photo
20
ahmedxp kh
Ahmedxp PC ENG
Multimedia | Hardware and RT and 123 more
View Profile
User photo
20
Robinson Marquez
Full Stack Developer
GUI | Data Handling and 22 more
View Profile
Show All

Interested in becoming a DiscoverSDK Expert? Learn more

X

Compare Products

Select up to three two products to compare by clicking on the compare icon () of each product.

{{compareToolModel.Error}}

Now comparing:

{{product.ProductName | createSubstring:25}} X
Compare Now