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  • Oct 19 15:20

    hameerabbasi on master

    Updates to requirements and dro… (compare)

  • Oct 19 15:17

    hameerabbasi on master

    Updates to requirements and dro… (compare)

  • Oct 19 15:17

    hameerabbasi on master

    Updates to requirements and dro… (compare)

  • Oct 19 15:12

    hameerabbasi on master

    Updates to requirements and dro… (compare)

  • Oct 19 15:09

    hameerabbasi on master

    Updates to requirements and dro… (compare)

  • Oct 19 15:05

    hameerabbasi on master

    Updates to requirements and dro… (compare)

  • Oct 19 15:04

    hameerabbasi on master

    Updates to requirements and dro… (compare)

  • Oct 19 14:53

    hameerabbasi on master

    Fix errors on MSVC. (compare)

  • Oct 19 14:52

    hameerabbasi on master

    Fix errors on MSVC. (compare)

  • Oct 19 14:50

    hameerabbasi on master

    Fix errors on MSVC. (compare)

  • Sep 28 11:43
    hameerabbasi commented #245
  • Sep 28 11:43
    hameerabbasi closed #245
  • Sep 28 11:42
    hameerabbasi closed #250
  • Sep 28 11:42
    hameerabbasi closed #251
  • Sep 28 11:42
    hameerabbasi commented #251
  • Sep 28 11:41
    hameerabbasi commented #37
  • Sep 28 11:40

    hameerabbasi on master

    update docs Fix up Azure. Merge pull request #37 from san… (compare)

  • Sep 28 11:40
    hameerabbasi closed #37
  • Sep 28 11:36
    hameerabbasi synchronize #37
  • Sep 27 07:11
    sangyx opened #37
Quansight
@quansightai_twitter
[Unknown, Quansight]
*4 new commits pushed to master*
Quansight-Labs/udiff@5b4157e - implement jvp
Quansight-Labs/udiff@84d35ff - clean code
Quansight-Labs/udiff@9f7e3b5 - add test cases
Quansight-Labs/udiff@ffe037e - Merge pull request #34 from sangyx/master
[Unknown, Quansight]
Pull request merged by hameerabbasi
Quansight-Labs/udiff#34
joaosferreira
@joaosferreira
Hey everyone, hope you are doing well! Here is my latest blog post. Have a nice week!
joaosferreira
@joaosferreira
Thanks!
Quansight
@quansightai_twitter

[Unknown, Quansight]
Pull request opened by sangyx
Quansight-Labs/udiff#35
Hi, I have updated the docs. While I found my setting doctest_global_setup in docs/conf.py does not work. Could you help check? Many thanks!

Besides, I want to change the diff function form of JVP from lambda g, ans, x, y: to lambda ans, x, y: lambda g: , so as to separate the calculation of the result from the derivation process and solve the limitations of grad_variables, jacobian, and higher derivative. But this may not be done before September, so I will submit the GSoC result document first.

Quansight
@quansightai_twitter
[Unknown, Quansight]
*5 new commits pushed to master*
Quansight-Labs/unumpy@e079d01 - Add multimethods for random routines
Quansight-Labs/unumpy@d93a45e - Add default_rng, BitGenerator and SeedSequence
Quansight-Labs/unumpy@9da7501 - Add multimethods for Generator's methods
Quansight-Labs/unumpy@ba6a968 - Add further tests to RandomState and Generator
Quansight-Labs/unumpy@5720e11 - Merge pull request #73 from joaosferreira/random-routines
[Unknown, Quansight]
Pull request merged by hameerabbasi
Quansight-Labs/unumpy#73
[Unknown, Quansight]
Pull request closed by hameerabbasi
Quansight-Labs/unumpy#46
esang
@sangyx
Hi, here is my project summary. Your valuable advice is most welcome.
Quansight
@quansightai_twitter
[Unknown, Quansight]
*9 new commits pushed to master*
Quansight-Labs/udiff@73c3624 - split DIffArray into VJPDiffArray and JVPDiffArray
Quansight-Labs/udiff@1726b0d - update docs
Quansight-Labs/udiff@a4619fa - fix build docs
Quansight-Labs/udiff@e87aae6 - fix lint docs
Quansight-Labs/udiff@350b073 - add namespaces
Quansight-Labs/udiff@cd518f6 - remove unused namespaces
Quansight-Labs/udiff@56751d7 - update vjp doctest
Quansight-Labs/udiff@b4708c5 - fix broadcast
Quansight-Labs/udiff@0e40adb - Merge pull request #35 from sangyx/master
[Unknown, Quansight]
Pull request merged by hameerabbasi
Quansight-Labs/udiff#35
joaosferreira
@joaosferreira
Hey everyone, here is my last blog post for GSoC. Have a nice week!
Hameer Abbasi
@hameerabbasi
@joaosferreira Do we need to have a meeting today?
Quansight
@quansightai_twitter
[Unknown, Quansight]
Issue closed by hameerabbasi
Quansight-Labs/udiff#32
joaosferreira
@joaosferreira
@hameerabbasi No, not today, thanks. I'm on vacation for a week btw, I should probably have mentioned that before.
Hameer Abbasi
@hameerabbasi
No problem, and thanks for letting us know. 😀
Quansight
@quansightai_twitter
[Unknown, Quansight]
Pull request opened by sangyx
Quansight-Labs/udiff#36
I have split the lambda g, ans, x, y: into lambda ans, x, y: lambda g: and add jacobian support. While the higher-order derivative is still subject to the forward gradient calculation and falls into an infinite loop. I need more time.
You may check the code and come up with new ideas.
Hameer Abbasi
@hameerabbasi
@joaosferreira Will you be able to make it this week? It's perfectly fine if not.
joaosferreira
@joaosferreira
@hameerabbasi Sorry, I missed the Gitter notification. :( Can't meet today. Maybe we should cancel the scheduled meetings and instead I can message you here when I need one if that's okay with you.
Quansight
@quansightai_twitter
[Hameer Abbasi, Quansight] Of course! =D
joaosferreira
@joaosferreira
I'm thinking of doing the JAX backend next btw. Seems like something different I would enjoy trying. I would also like to work on other projects besides unumpy, any suggestions?
Quansight
@quansightai_twitter
[Hameer Abbasi, Quansight] Depends — What kinds of projects are you looking for; or if you don’t know yet: What do you like, what’s your skillset, what do you enjoy?
Quansight
@quansightai_twitter
[Hameer Abbasi, Quansight] NumPy itself will have a lot of stuff similar to what you did here, but it takes a lot longer to get changes in due to the lack of reviewers. Dask is fast-moving and you can get your changes merged soon.
joaosferreira
@joaosferreira
Regarding open-source I would say projects that relate to the Python array ecosystem. Skills are mostly Python programming but eventually would like to learn C/C++ since it seems relevant in these projects and is something I think I would enjoy. I had some small exposure to those languages in a university setting before but it was a long time ago so most knowledge of it has vanished.
Quansight
@quansightai_twitter
[Hameer Abbasi, Quansight] We also welcome contributions at PyData/Sparse, that’s one of our (Quansight-Labs’) projects with a not-insignificant user-base.
[Hameer Abbasi, Quansight] But it requires a lot more thought, it’s also currently undergoing a re-write.
joaosferreira
@joaosferreira
I have though of Dask as an option yes. So probably the libraries used as backends in unumpy are other good options.
Quansight
@quansightai_twitter
[Hameer Abbasi, Quansight] If you’re looking for similar work; yes. :)
joaosferreira
@joaosferreira
I will look into those libraries issues and PRs in due time. At the moment I'm still figuring out how the upcoming semesters will be with the course work and thesis work but my hope is that I will be able to contribute regularly to these projects. :)
Quansight
@quansightai_twitter
[Hameer Abbasi, Quansight] Don’t take any pressure. My advice: Real life comes first.
Quansight
@quansightai_twitter
[Unknown, Quansight]
*5 new commits pushed to master*
Quansight-Labs/udiff@595b941 - add jvp diff
Quansight-Labs/udiff@8dcb9b0 - add jvp jacobian
Quansight-Labs/udiff@849dabd - add jvp test cases
Quansight-Labs/udiff@c8574dd - support higher-order derivative
Quansight-Labs/udiff@6b60758 - Merge pull request #36 from sangyx/master
[Unknown, Quansight]
Pull request merged by hameerabbasi
Quansight-Labs/udiff#36
Nikhil Choudhary
@Nikhil1O1
Hello @hameerabbasi
I'm new to Open source but I have interest in python and I'm intrigued by array manipulation
I went through your blog and tbh i wasn't able to comprehend much
😑
It's clear I lack things on my technology stack
But I'm willing to learn new tech
Hameer Abbasi
@hameerabbasi
I’d ask you to not just read it, but experiment with it in a Jupyter Notebook or something similar.
Nikhil Choudhary
@Nikhil1O1
So what should I do now
Hameer Abbasi
@hameerabbasi
Also, uarray/unumpy are Dispatch and backend systems first and only unumpy has an array manipulation component to it.
Also, it might have more specific questions about which parts you didn’t understand— in that situation I might be able to help you better.
Nikhil Choudhary
@Nikhil1O1
Okay I will experiment with it first then give you a proper report
Do you have any documentation for the library?
Quansight
@quansightai_twitter

[Hameer Abbasi, Quansight] For uarray there’s documentation. https://uarray.org/en/latest/

For unumpy, not that much. https://unumpy.uarray.org/en/latest/

Nikhil Choudhary
@Nikhil1O1
okay it feels like i got some idea of what exactly you are trying to achieve here
i went through your uarray intro post
i executed the first code i.e