pava vs ad

pava

Pool adjacent violators aglorithm (by dschrempf)

Math

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Automatic Differentiation (by ekmett)

Math

Source Code

hackage.haskell.org

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pava		ad
	Project
-	Mentions	6
9	Stars	364
-	Growth	-
2.8	Activity	5.5
9 days ago	Latest Commit	6 days ago
Haskell	Language	Haskell
GNU General Public License v3.0 or later	License	BSD 3-clause "New" or "Revised" License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

pava

Posts with mentions or reviews of pava. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning pava yet.
Tracking mentions began in Dec 2020.

Posts with mentions or reviews of ad. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-27.

Is there an implementation of The Simple Essence of Automatic Differentiation (2018)?
3 projects | /r/haskell | 27 Feb 2023

Maybe ad?
Backpropagation and Accelerate
3 projects | /r/haskell | 17 Jan 2023

I’ll also link the ad package here in case someone can speak to its value over backprop https://github.com/ekmett/ad
[ad] Haskell Revitalisation
1 project | /r/haskell | 1 Nov 2022

Apologies in advance for disappointing a few people but the [ad] part in the title doesn't mean Automatic Differentiation but rather means "advertisement".
Let's Program a Calculus Student II: Turning Symbolic Differentiation Automatic
1 project | /r/haskell | 10 May 2022

Hi everybody! A couple weeks ago, I made a blog post talking about how recursion and pattern matching could be used to translate Calculus formulas into Haskell. This is a follow-up exploring how to use automatic differentiation to calculate those same derivatives as an example of cool stuff that polymorphism allows us to do. (I learned this idea from the ad package and really fell in love with how elegant it is)
Monthly Hask Anything (March 2022)
5 projects | /r/haskell | 2 Mar 2022
What are some ways I could tickle my (beginner) haskell-brain with something *useful*?
14 projects | /r/haskell | 4 Dec 2021

What are some alternatives?

When comparing pava and ad you can also consider the following projects:

hmatrix - Linear algebra and numerical computation

modular-arithmetic - A useful type for working with integers modulo some constant.

dimensional - Dimensional library variant built on Data Kinds, Closed Type Families, TypeNats (GHC 7.8+).

roots - 1-dimensional root-finding algorithms in Haskell

arrayfire - Haskell bindings to ArrayFire

nimber - Finite nimber arithmetic

rounded - MPFR bindings for Haskell

search - infinite search in finite time with Hilbert's epsilon

eigen - Haskel binding for Eigen library. Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms.

moving-averages

hermit - Haskell Equational Reasoning Model-to-Implementation Tunnel

gamma - Haskell implementation of gamma and incomplete gamma functions