Skip to content

Commit 6d4a1ee

Browse files
authored
Steal from abstract (#199)
Looks great, thanks @mschauer !
1 parent 89cf6fd commit 6d4a1ee

File tree

1 file changed

+2
-3
lines changed

1 file changed

+2
-3
lines changed

README.md

Lines changed: 2 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -9,9 +9,8 @@
99

1010
## Why?
1111

12-
A distribution (as provided by `Distributions.jl`) is also called a _probability measure_, and carries with it the constraint of adding (or integrating) to one. Statistical work usually requires this "at the end of the day", but enforcing it at each step of a computation can have considerable overhead. For instance, Bayesian modeling often requires working with unnormalized posterior densities or improper priors.
1312

14-
As a generalization of the concept of volume, measures also have applications outside of probability theory.
13+
Probabilistic programming and statistical computing are vibrant areas in the development of the Julia programming language, but the underlying infrastructure dramatically predates recent developments. The goal of MeasureTheory.jl is to provide Julia with the right vocabulary and tools for these tasks. In this package we introduce a well-chosen foundational primitives centered around the notion of measure, density and conditional probability with powerful combinators and transforms intended to power and unify work on probabilistic programming and statistical computing within Julia. Check out our [JuliaCon 2021 submission](https://arxiv.org/abs/2110.00602) detailing our ideas for and with this package.
1514

1615
## Getting started
1716

@@ -23,7 +22,7 @@ pkg> add MeasureTheory
2322

2423
To get an idea of the possibilities offered by this package, go to the [documentation](https://cscherrer.github.io/MeasureTheory.jl/stable).
2524

26-
To know more about the underlying theory and its applications to probabilistic programming, check out our [JuliaCon 2021 submission](https://arxiv.org/abs/2110.00602).
25+
2726

2827
## Support
2928

0 commit comments

Comments
 (0)