Catlab.jl
milewski-ctfp-pdf
Catlab.jl | milewski-ctfp-pdf | |
---|---|---|
4 | 75 | |
585 | 10,751 | |
0.7% | - | |
9.0 | 5.3 | |
7 days ago | 12 days ago | |
Julia | TeX | |
MIT License | GNU General Public License v3.0 or later |
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.
Catlab.jl
-
Data Structures as Topological Spaces (2002) [pdf]
Related to this, AlgebraicJulia has been doing a lot with applying concepts from algebra and category theory to data analysis and modelling.
https://www.algebraicjulia.org/
There's some blog posts that are also interesting:
https://blog.algebraicjulia.org/
-
Fart Proudly – An Essay by Benjamin Franklin
> Maybe I’m just too bitter about academia in this point in my career but it seems like we’ve run out of things to study and/or have too many people doing it.
We have certainly not run out of things to study, but I think we've hit the limit on what can effectively be communicated through traditional science journals [1], and we need to address the reproducibility crisis through open source science and reconsider the incentive structures around academia [2]. We need to oppose initiatives from people like Bill Gates who wish to privatize science through his various non-profits, as knowledge works better as as commons (we were unable to deal with the pandemic partly because Bill Gates prevented Oxford from open sourcing their work on COVID [3]). We need software that can compose scientific models [4], and organizations that can facilitate greater coordination among scientists. Science will become all the more important in an increasingly uncertain world, but are we up to the task?
[1] https://www.science.org/content/article/frustrated-science-s...
[1] https://numfocus.org/open-source-science-initiative-ossci
[2] https://www.wired.com/story/opinion-the-world-loses-under-bi...
[3] https://www.algebraicjulia.org/
-
Anyone know whether the source for cl-cat: a DSEL for computational category theory is publicly available?
Thank you for replying, but what prevents you from releasing your code? Dr Rydeheard has shared the StandardML version from his book (and the book). Of course if you don't want to share your code that is your prerogative and that is fine, but I am just trying to understand the issue that is preventing you a little more clearly. My interest in your implementation is strictly one of personal education. With applied category theory becoming more popular and computing implementations often used for teaching purposes (e.g. this book ) I would like to see a lisp implementation. It is built into Haskell, mostly, and people are developing libraries for Idris and Julia. I would find it instructive to see the implementation in common-lisp. Thank you for taking the time to respond to my original question.
-
From Julia to Rust
The biggest group outside of numerical computing in Julia land are the PL and systems people though? This includes type theorists [1], database folks [2], distributed systems people ([3] to name just one). There are also a fair number of compiler nuts, hence the existence of multiple projects [4][5] in this space. And this is before getting into things that bridge more than one of the domains above, e.g. [7] or [8].
FTR, I think it's fair to question whether numerical computing should have an outsized influence on the direction of the language. I also think it's a pretty fair comparison to point out how standardized and consistent the Rust governance process is compared to Julia's (the Rust RFC system is an exemplar here). That doesn't mean there is a dearth of PL and systems knowledge in the Julia community though.
[1] https://github.com/AlgebraicJulia/Catlab.jl
milewski-ctfp-pdf
-
reflect-cpp - Now with compile time extraction of field names from structs and enums using C++-20.
Category Theory for Programmers by Bartosz Milewski (https://github.com/hmemcpy/milewski-ctfp-pdf/releases)
-
Category Theory for Programming
Strangely similar name to the well-known 'Category Theory for Programmers'
https://github.com/hmemcpy/milewski-ctfp-pdf
-
Polynomial Functors: A Mathematical Theory of Interaction [pdf]
There's this, but the programmer doesn't have to be working:
https://bartoszmilewski.com/2014/10/28/category-theory-for-p...
- Monads vs Classes
- 今天看到的,是真的离谱。
-
Reading recomendations on Category Theory
Milewski's "Category Theory for Programmers".
- Ask HN: Math for Programmers?
- [Math] Category Theory for Programmers
-
Some math topics get mentioned a bunch in functional programming articles and forums. Which ones have ever actually helped you in writing your programs?
(3) category theory. I was never advised to read any, but found that bartosz's introduction really good. https://bartoszmilewski.com/2014/10/28/category-theory-for-programmers-the-preface/. Helps to rewire the brain.
-
what is the relation of a class in programming and category theory?
It's also possible to model programming languages using category theory, but I know less about that. If you're interested in following this up, then Benjamin Pierce has what I'm told is a good introduction to category theory for computer scientists, and Bartosz Milweski has an online book (it might be available in hard copy as well, I'm not sure) called Category Theory for Programmers. I believe simple programming languages like the simply typed lambda calculus end up being modelled as Cartesian closed categories.
What are some alternatives?
StaticArrays.jl - Statically sized arrays for Julia
semantic-source - Parsing, analyzing, and comparing source code across many languages
egg - egg is a flexible, high-performance e-graph library
web-dev-golang-anti-textbook - Learn how to write webapps without a framework in Go.
julia - The Julia Programming Language
paip-lisp - Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"
Juleps - Julia Enhancement Proposals
practicing-ruby-manuscripts - Collection of source manuscripts for publicly released Practicing Ruby articles
MacroTools.jl - MacroTools provides a library of tools for working with Julia code and expressions.
owasp-masvs - The OWASP MASVS (Mobile Application Security Verification Standard) is the industry standard for mobile app security.
Symbolics.jl - Symbolic programming for the next generation of numerical software
Yup - Dead simple Object schema validation