---
tags: scipy, new contributors meetings
---
# SciPy New Contributors Meeting
Welcome to the monthly call for new contributors to SciPy 🎉
* Next meeting: Friday June 20th, 2025 @ 8PM UTC
* Join via [Zoom](https://us06web.zoom.us/j/84441463701?pwd=Wtsa0aLa251coic5f3ka8aZD1uwnd2.1)
### Code of Conduct
We want to take a moment to remind you that this meeting, like all project spaces is meant to be open, welcoming, diverse, inclusive, and it's important for us to have a healthy community. Like all SciPy spaces, and everyone participating in them, this meeting will follow our [code of conduct](http://scipy.github.io/devdocs/dev/conduct/code_of_conduct.html). If you haven't read it yet, please take some time to do so later on as it already applies to you. For now, in short, please be kind and generous towards one another.
> please add your names (and github handle in brackets) to the list of attendees. This will make it easier to stay in touch later on issues and pull requests (PRs)
> This is optional since these notes will be recorded in our Github repository. If you'd like you can also paste your answer in the zoom chat 😉
## June 20th, 2025
**Present:**
* Introductions:
* Name
* A bit about our experience with SciPy/Python as users
* Newcomer: why are we interested to start working with the project
* Maintainer/contributor: how long have we worked with the project and what do we primarily do
## May 30th, 2025
**Present:** Melissa (@melissawm), Riley
* Introductions:
* Name
* A bit about our experience with SciPy/Python as users
* Newcomer: why are we interested to start working with the project
* Maintainer/contributor: how long have we worked with the project and what do we primarily do
* Riley asking questions on how to get started and how to choose issues to work on.
## April 25th, 2025
**Present:** Melissa (@melissawm), Nick ODell (@nickodell), Shammeer (@shammeer-s)
* Introductions:
* Name
* A bit about our experience with SciPy/Python as users
* Newcomer: why are we interested to start working with the project
* Maintainer/contributor: how long have we worked with the project and what do we primarily do
* Shammeer is contributing to other projects and is interested in scipy.optimize.
* Discussed a possible issue to contribute to
* Nick has an issue building docs
* Fixed by using Python 3.12 instead of 3.13
## February 28th, 2025
**Present:** Melissa (@melissawm), Ritwik ()
- https://discuss.scientific-python.org/c/contributor/scipy/32
- https://docs.scipy.org/doc/scipy/dev/roadmap-detailed.html
-
---
## December 13th, 2024
### NumFOCUS Working Toward an Energy, Climate, and Environment Workshop in 2025.
You are warmly invited to join us on January 16th for the kickoff discussion leading toward an Energy, Climate, and Environment Workshop in 2025. This workshop will focus on leveraging open source software as critical infrastructure to address key challenges in these domains. It will bring together developers, practitioners, academics, decision makers, industry participants, and local actors to collaborate on actionable outputs.
The structure of the workshop will be defined by participants of monthly discussions and presentations that take place in interest group meetings on the 2nd Thursday of each month at 1 PM ET. Our January 16th meeting will mark the inaugural session of this interest group and lay the groundwork for future activities.
We hope you can join us on the 16th! If you're unable to attend but wish to participate in future discussions, please email jon@numfocus.org.
Feel free to share this invite with anyone you feel would be interested in these activities.
Register to attend the Jan 16 calls:
https://numfocus-org.zoom.us/meeting/register/tZAod-GtrTosGtcZUv0cqVdUi74LQw2OHkVM
Summary doc of the workshop and plan:
https://docs.google.com/document/d/1hAFc4nQXJhMIRMadLIFlNg_XULb5eY7Rnq4pJKSllv4/edit?usp=sharing
## November 8th, 2024
**Present:** Melissa, Riley (@rileyrockwell)
> please add your names (and github handle in brackets). This will make it easier to stay in touch later on issues and pull requests (PRs)
> This is optional since these notes will be recorded in our Github repository. If you'd like you can also paste your answer in the zoom chat 😉
* Introductions:
* Name
* A bit about our experience with SciPy/Python as users
* Newcomer: why are we interested to start working with the project
* Maintainer/contributor: how long have we worked with the project and what do we primarily do
## May 24th, 2024
**Present:** Melissa (@melissawm), Siddharth (@siddharth7113)
## February 2nd, 2024
**Present:** Melissa (@melissawm), Yagiz (@yagizolmez)
* Yagiz
* Focusing on signal processing but also stats, wants to practice programming and learn about practical applications
## January 5th, 2024
**Present:** Lucas (@lucascolley)
## December 9th, 2023
**Present:** Melissa (@melissawm), Hannah (@story465), Keeran Rothenfusser (@keeranroth)
## November 10th, 2023
**Present:** Melissa (@melissawm), Esteban (@drestebon), Timothy (@TimAllen576), Dhavide (@dhavide), Saicharan (@saicharan2804), Sebastian (@sebastianmunozmora), Aditya
Debugging build: https://scipy.github.io/devdocs/building/compilers_and_options.html#using-different-build-types-with-meson
## October 13th, 2023
**Present:** Melissa (@melissawm), Aditya (@amohan826), Nidhi (@nsethi167), Dheeraj (), Ross (@rossbar)
* Aditya: not very experienced with programming, experimented with instrumentation programming.
* Nidhi: experienced with machine learning, getting started with open source.
## August 18th, 2023
**Present:** Lucas (@lucascolley), Ellie (@ellielitwack)
* Ellie has been working on a few PRs and has this one pending: https://github.com/scipy/scipy/pull/18890
* Benchmarking:
* https://github.com/scipy/scipy/issues/18868
* https://github.com/scipy/scipy/pull/18857 <- This is one of the current maintainers for ASV, can also help with application or feature requests.
* https://mail.python.org/archives/list/scipy-dev@python.org/thread/J5JMUHICHSNDCZX46G5UQ4O737MHL3SU/
* Lucas working on array api stuff, including this issue: https://github.com/numpy/numpy/issues/24451
## July 21st, 2023
**Present:** Lucas (@lucascolley), Pamphile Roy (@tupui), Melissa (@melissawm), Sheila (@sheila-nk)
## June 23, 2023
**Present:** Melissa (@melissawm),
## May 26, 2023
**Present:** Melissa (@melissawm), Kat Mistberg (@KatMistberg)
* DEI Report and work on Culture Labs: more details on https://contributor-experience.org/docs/posts/dei-report/
## April 28, 2023
**Present:** Melissa Mendonça (@melissawm), Tyler Reddy (@tylerjereddy), Farouk Maaboudallah (@FaroukM),
* Farouk has been using mostly scipy.optimize and scipy.stats, also integrate and fft for work
* Using Fortran at work
*
## March 31, 2023
**Present:** Melissa Mendonça (@melissawm), Pamphile Roy (@tupui), Will Tirone (@WillTirone), and Dheeraj Tommandru (@dtommandru)
* Let's make a PR!
* In [18216](https://github.com/scipy/scipy/pull/18216) we discussed possible doc improvements: how to use `dataclass` for result objects.
* Thinking about the changes (where, what, how)
* Let's do it!
* Set up dev environment
* Run some tests
* Show preview
* Commit message
* Submit a PR
Some useful links:
https://scipy.github.io/devdocs/dev/contributor/contributor_toc.html
https://scipy.github.io/devdocs/dev/contributor/rendering_documentation.html
https://scipy.github.io/devdocs/dev/contributor/development_workflow.html
## March 3, 2023
**Present:** Melissa Mendonça (@melissawm), David Banas (@capn-freako),
## February 3, 2023
**Present:** Julien Jerphanion (@jjerphan), Kai Striega (@Kai-Striega)
* Let's talk about the `dev.py` developer CLI interface and the new pre-commit hook!
* [dev.py documentation](https://scipy.github.io/devdocs/dev/contributor/meson.html#the-dev-py-interface)
* [PR for pre-commit](https://github.com/scipy/scipy/pull/17812)
* [Documentation on pre-commit for SciPy](https://scipy.github.io/devdocs/dev/contributor/pep8.html)
* [pre-commit official documentation](https://pre-commit.com/)
<details>
<summary>MacOS error</summary>
```
(scipy-bare) ~/scipy (devpy-improvements ✔) python dev.py build
💻 meson setup /Users/mwebermendonca/scipy/build --prefix /Users/mwebermendonca/scipy/build-install
The Meson build system
Version: 1.0.0
Source dir: /Users/mwebermendonca/scipy
Build dir: /Users/mwebermendonca/scipy/build
Build type: native build
Project name: SciPy
Project version: 1.11.0.dev0
C compiler for the host machine: x86_64-apple-darwin13.4.0-clang (clang 14.0.6 "clang version 14.0.6")
C linker for the host machine: x86_64-apple-darwin13.4.0-clang ld64 609
C++ compiler for the host machine: x86_64-apple-darwin13.4.0-clang++ (clang 14.0.6 "clang version 14.0.6")
C++ linker for the host machine: x86_64-apple-darwin13.4.0-clang++ ld64 609
Cython compiler for the host machine: cython (cython 0.29.33)
Host machine cpu family: x86_64
Host machine cpu: x86_64
Compiler for C supports arguments -Wno-unused-but-set-variable: YES
Compiler for C supports arguments -Wno-unused-function: YES
Compiler for C supports arguments -Wno-conversion: YES
Compiler for C supports arguments -Wno-misleading-indentation: YES
Compiler for C supports arguments -Wno-incompatible-pointer-types: YES
Library m found: YES
meson.build:63:0: ERROR: Unable to detect GNU compiler type:
Compiler stdout:
#define __DBL_MIN_EXP__ (-1021)
#define __UINT_LEAST16_MAX__ 0xffff
#define __ATOMIC_ACQUIRE 2
#define __FLT128_MAX_10_EXP__ 4932
#define __FLT_MIN__ 1.17549435082228750796873653722224568e-38F
#define __GCC_IEC_559_COMPLEX 2
#define __UINT_LEAST8_TYPE__ unsigned char
#define __SIZEOF_FLOAT80__ 16
#define __INTMAX_C(c) c ## L
#define __CHAR_BIT__ 8
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#define __ORDER_LITTLE_ENDIAN__ 1234
#define __SIZE_MAX__ 0xffffffffffffffffUL
#define __WCHAR_MAX__ 0x7fffffff
#define __GCC_HAVE_SYNC_COMPARE_AND_SWAP_1 1
#define __GCC_HAVE_SYNC_COMPARE_AND_SWAP_2 1
#define __GCC_HAVE_SYNC_COMPARE_AND_SWAP_4 1
#define __DBL_DENORM_MIN__ ((double)4.94065645841246544176568792868221372e-324L)
#define __GCC_HAVE_SYNC_COMPARE_AND_SWAP_8 1
#define __GCC_ATOMIC_CHAR_LOCK_FREE 2
#define __GCC_IEC_559 2
#define __FLT32X_DECIMAL_DIG__ 17
#define __FLT_EVAL_METHOD__ 0
#define __FLT64_DECIMAL_DIG__ 17
#define __GCC_ATOMIC_CHAR32_T_LOCK_FREE 2
#define __UINT_FAST64_MAX__ 0xffffffffffffffffULL
#define __SIG_ATOMIC_TYPE__ int
#define __DBL_MIN_10_EXP__ (-307)
#define __FINITE_MATH_ONLY__ 0
#define __FLT32X_MAX_EXP__ 1024
#define __FLT32_HAS_DENORM__ 1
#define __UINT_FAST8_MAX__ 0xff
#define __FLT32_MAX_10_EXP__ 38
#define __INT8_C(c) c
#define __INT_LEAST8_WIDTH__ 8
#define __UINT_LEAST64_MAX__ 0xffffffffffffffffULL
#define __SHRT_MAX__ 0x7fff
#define __LDBL_MAX__ 1.18973149535723176502126385303097021e+4932L
#define __FLT64X_MAX_10_EXP__ 4932
#define __LDBL_IS_IEC_60559__ 2
#define __FLT64X_HAS_QUIET_NAN__ 1
#define __UINT_LEAST8_MAX__ 0xff
#define __GCC_ATOMIC_BOOL_LOCK_FREE 2
#define __FLT128_DENORM_MIN__ 6.47517511943802511092443895822764655e-4966F128
#define __APPLE_CC__ 1
#define __UINTMAX_TYPE__ long unsigned int
#define __FLT_EVAL_METHOD_TS_18661_3__ 0
#define __UINT32_MAX__ 0xffffffffU
#define __FLT128_MIN_EXP__ (-16381)
#define __WINT_MIN__ (-__WINT_MAX__ - 1)
#define __FLT128_MIN_10_EXP__ (-4931)
#define __FLT32X_IS_IEC_60559__ 2
#define __INT_LEAST16_WIDTH__ 16
#define __SCHAR_MAX__ 0x7f
#define __FLT128_MANT_DIG__ 113
#define __WCHAR_MIN__ (-__WCHAR_MAX__ - 1)
#define __INT64_C(c) c ## LL
#define __GCC_ATOMIC_POINTER_LOCK_FREE 2
#define __FLT32X_MANT_DIG__ 53
#define __USER_LABEL_PREFIX__ _
#define __FLT64X_EPSILON__ 1.08420217248550443400745280086994171e-19F64x
#define __STDC_HOSTED__ 1
#define __DBL_DIG__ 15
#define __FLT32_DIG__ 6
#define __FLT_EPSILON__ 1.19209289550781250000000000000000000e-7F
#define __SHRT_WIDTH__ 16
#define __FLT32_IS_IEC_60559__ 2
#define __LDBL_MIN__ 3.36210314311209350626267781732175260e-4932L
#define __STDC_UTF_16__ 1
#define __DBL_IS_IEC_60559__ 2
#define __strong
#define __FLT64X_DENORM_MIN__ 3.64519953188247460252840593361941982e-4951F64x
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#define __UINT16_C(c) c
#define __DECIMAL_DIG__ 21
#define __FLT64_EPSILON__ 2.22044604925031308084726333618164062e-16F64
#define __FLT128_IS_IEC_60559__ 2
#define __FLT64X_MIN_10_EXP__ (-4931)
#define __LDBL_HAS_QUIET_NAN__ 1
#define __FLT64_MANT_DIG__ 53
#define __FLT64X_MANT_DIG__ 64
#define __DYNAMIC__ 1
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#define __DBL_MAX__ ((double)1.79769313486231570814527423731704357e+308L)
#define __INT_FAST32_MAX__ 0x7fffffff
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#define __UINT_LEAST32_MAX__ 0xffffffffU
#define __FLT32X_HAS_DENORM__ 1
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#define __MMX_WITH_SSE__ 1
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#define __weak
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#define __ATOMIC_HLE_RELEASE 131072
#define __PTRDIFF_MAX__ 0x7fffffffffffffffL
#define __amd64 1
#define __tune_core2__ 1
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#define __LONG_LONG_MAX__ 0x7fffffffffffffffLL
#define __SIZEOF_SIZE_T__ 8
#define __FLT64X_MIN_EXP__ (-16381)
#define __SIZEOF_WINT_T__ 4
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#define __GXX_ABI_VERSION 1016
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#define __INT16_MAX__ 0x7fff
#define __x86_64 1
#define __INT_FAST64_TYPE__ long long int
#define __FLT64_DENORM_MIN__ 4.94065645841246544176568792868221372e-324F64
#define __DBL_MIN__ ((double)2.22507385850720138309023271733240406e-308L)
#define __FLT128_EPSILON__ 1.92592994438723585305597794258492732e-34F128
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#define __FLT64X_HAS_DENORM__ 1
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#define __UINTPTR_MAX__ 0xffffffffffffffffUL
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#define __FLT64X_IS_IEC_60559__ 2
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#define _LP64 1
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#define __GNUC_STDC_INLINE__ 1
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#define __FLT32_EPSILON__ 1.19209289550781250000000000000000000e-7F32
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#define __FLT32X_MAX__ 1.79769313486231570814527423731704357e+308F32x
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#define __INTMAX_WIDTH__ 64
#define __UINT32_C(c) c ## U
#define __FLT_DENORM_MIN__ 1.40129846432481707092372958328991613e-45F
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#define __UINT_FAST32_TYPE__ unsigned int
#define __FLT32X_NORM_MAX__ 1.79769313486231570814527423731704357e+308F32x
#define __CHAR32_TYPE__ unsigned int
#define __FLT_MAX__ 3.40282346638528859811704183484516925e+38F
#define __SSE2__ 1
#define __INT32_TYPE__ int
#define __SIZEOF_DOUBLE__ 8
#define __FLT_MIN_10_EXP__ (-37)
#define __FLT64_MIN__ 2.22507385850720138309023271733240406e-308F64
#define __INT_LEAST32_WIDTH__ 32
#define __INTMAX_TYPE__ long int
#define __FLT32X_HAS_QUIET_NAN__ 1
#define __ATOMIC_CONSUME 1
#define __GNUC_MINOR__ 3
#define __INT_FAST16_WIDTH__ 16
#define __UINTMAX_MAX__ 0xffffffffffffffffUL
#define __FLT32X_DENORM_MIN__ 4.94065645841246544176568792868221372e-324F32x
#define __DBL_MAX_10_EXP__ 308
#define __LDBL_DENORM_MIN__ 3.64519953188247460252840593361941982e-4951L
#define __INT16_C(c) c
#define __STDC__ 1
#define __PTRDIFF_TYPE__ long int
#define __ATOMIC_SEQ_CST 5
#define __FLT32X_MIN_10_EXP__ (-307)
#define __UINTPTR_TYPE__ long unsigned int
#define __LDBL_MIN_10_EXP__ (-4931)
#define __SIZEOF_LONG_LONG__ 8
#define __FLT128_DECIMAL_DIG__ 36
#define __GCC_ATOMIC_LLONG_LOCK_FREE 2
#define __FLT32_HAS_QUIET_NAN__ 1
#define __FLT_DECIMAL_DIG__ 9
#define __UINT_FAST16_MAX__ 0xffff
#define __LDBL_NORM_MAX__ 1.18973149535723176502126385303097021e+4932L
#define __GCC_ATOMIC_SHORT_LOCK_FREE 2
#define __SSE3__ 1
#define __UINT_FAST8_TYPE__ unsigned char
#define __ATOMIC_ACQ_REL 4
#define __ATOMIC_RELEASE 3
-----
Compiler stderr:
<built-in>: error: unknown value ‘13.1.0’ of ‘-mmacosx-version-min’
-----
A full log can be found at /Users/mwebermendonca/scipy/build/meson-logs/meson-log.txt
Meson build setup failed!
(scipy-bare) ~/scipy (devpy-improvements ✔)
```
</details>
[One potential resolution?](https://github.com/scikit-learn/scikit-learn/pull/24566#issuecomment-1286564699)
> It likely is a problem with [system version compatibility on Mac](https://opensource.apple.com/source/xnu/xnu-7195.60.75/tests/system_version_compat.c.auto.html). https://github.com/pypa/pip/issues/10793 and https://github.com/actions/setup-python/issues/469 reports similar problems. You might want to adapt the [`SYSTEM_VERSION_COMPAT` environement variable](https://keith.github.io/xcode-man-pages/compat.5.html) for your terminal session (or probably even globally to ease development generally) by setting its values to (at least, based on the piece of source code given above) 0, 1 or 2.
[Another potential resolution:](https://stackoverflow.com/a/74600103)
```
export SYSTEM_VERSION_COMPAT=1
```
## January 6, 2023
**Present:** Melissa Mendonça (@melissawm), Pamphile Roy (@tupui), Sravya papaganti, Vinayak Dev
## December 9, 2022
**Present:** Melissa Mendonça (@melissawm), Kai Striega, Amit Karnam (@AmitKarnam), Steven Gough-Kelly (@steventgk)
### Live PR!
This week, we will go through a live PR submission for the SciPy documentation.
---
## Notes from November 18, 2022
**Present:** Tiago Tannus (@tannus), Kai Striega (@kai-striega), Melissa Mendonça (@melissawm)
- Tiago Tannus wants to start contributing. Kai suggested https://github.com/scipy/scipy/issues/17356
- For Cython, there are a couple of good videos on youtube, and the docs are pretty good.
- https://www.youtube.com/watch?v=gMvkiQ-gOW8
- https://scipy.github.io/devdocs/dev/index.html
- This is the table of contents for the contributor guide. Make sure you are looking at the "dev" version of the docs to get the latest documentation updates
- A good option is to look at miniconda: https://docs.conda.io/en/latest/miniconda.html
- [Good first issues on the repo](https://github.com/scipy/scipy/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22)
## Notes from August 19, 2022
**Present:** Melissa (@melissawm), Pamphile Roy (@tupui), Andrew Nelson (@andyfaff), Giuseppe Dilillo (@peppedilillo), Jeevanshi (@femme-js)
- https://docs.scipy.org/doc/scipy/dev/dev_quickstart.html
- https://docs.scipy.org/doc/scipy/dev/contributor/development_workflow.html#writing-the-commit-message
- https://docs.scipy.org/doc/scipy/dev/contributor/continuous_integration.html#skipping
## Notes from July 22, 2022
**Present:**
Melissa @melissawm, Pamphile Roy (@tupui), Sebastian Berg (@seberg), Aman Goel, Tyler Reddy
- https://github.com/scipy/scipy/pull/16587
- Do we want to add a "onboarding" label or keep using the sprint label for this kind of issue?
- At NumPy, we only have a sprint label, but it could be good to add another one.
## Notes from May 27, 2022
**Present:**
Melissa (@melissawm), Pamphile (@tupui), Will(WillTirone), Riya Saxena(@29riyasaxena), Ankit, Abhay, Ononiwu Maureen, Priyanshu Pansari, Aryan Gupta
* Open source etiquette: how do you work collaboratively with a maintainer? How to interact with other people in issues or PRs?
* You are expected (and encouraged) to try things yourself, but a maintainer should be able to guide you if you have questions.
* A new communication channel is in progress (will probably be slack). This could be a good way to ask questions and get help from maintainers
* If you want to know where to work next, or what kinds of features to invest in, look at [the Roadmap](https://scipy.github.io/devdocs/dev/roadmap.html)
* Sprints
* These work by demand, usually tied to conferences. Sometimes they are remote, sometimes in person. We anticipate participating at least in the next SciPy conference sprints.
* How would a new contributor familiarize themselves with the code?
* [DataUmbrella presentation on Contributing to SciPy (video)](https://youtu.be/V1FCSijy460)
* Nobody understands the entire codebase :smile:
* Try to pick up something you like or are familiar with, and start from a limited scope
* Doing code reviews
* Any tips on git/github?
* Test your changes locally before pushing to github
* We ask that people not rebase before the review is done, otherwise the reviewer loses track of the changes.
* We never push our own pull requests (*self-merge*)
### Action Items
- [ ] Create a screenshare of a PR review
> Newcomers please add items to the agenda based on your interests! What would you like us to discuss? do you want to ask something? are you already working on a specific PR? you can add a link to it ✨ Would you like to get some guidance on how to navigate some of the code? Or learn how to add a test? We will do our best to answer or help you connect you with the right people ☺️
## Useful Resources
* [Our contributor Guide](http://scipy.github.io/devdocs/dev/dev_quickstart.html)
* This is where we keep [past meeting notes from the new contributors meeting](https://github.com/scipy/archive/)
* You will soon find today's meeting notes there
* You can also have a look at topics and links that were shared before 🧐
* Contributing to SciPy - Video on YouTube https://www.youtube.com/watch?v=V1FCSijy460
* Our meetings calendar https://scientific-python.org/calendars/
### Communication channels
How will we communicate asynchronously while working on the project?
* [Developer mailing list](https://mail.python.org/mailman/listinfo/scipy-dev)
* We publish information which is important for contributors on this list. People from other projects might also share useful information or questions here.
* [Slack space invitation](https://join.slack.com/t/scipy-community/shared_invite/zt-1a76bomjr-fuS1ZTnmP7b32kIhLb6QMg)
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