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131 changes: 131 additions & 0 deletions CODE_OF_CONDUCT.md
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# JAX-GalSim Code of Conduct

## Our Pledge

We as members, contributors, and leaders pledge to make participation in our
community a harassment-free experience for everyone, regardless of age, body
size, visible or invisible disability, ethnicity, sex characteristics, gender
identity and expression, level of experience, education, socio-economic status,
nationality, personal appearance, race, caste, color, religion, or sexual
identity and orientation.

We pledge to act and interact in ways that contribute to an open, welcoming,
diverse, inclusive, and healthy community.

## Our Standards

Examples of behavior that contributes to a positive environment for our
community include:

- Demonstrating empathy and kindness toward other people
- Being respectful of differing opinions, viewpoints, and experiences
- Giving and gracefully accepting constructive feedback
- Accepting responsibility and apologizing to those affected by our mistakes,
and learning from the experience
- Focusing on what is best not just for us as individuals, but for the overall
community

Examples of unacceptable behavior include:

- The use of sexualized language or imagery, and sexual attention or advances of
any kind
- Trolling, insulting or derogatory comments, and personal or political attacks
- Public or private harassment
- Publishing others' private information, such as a physical or email address,
without their explicit permission
- Other conduct which could reasonably be considered inappropriate in a
professional setting

## Enforcement Responsibilities

Community leaders are responsible for clarifying and enforcing our standards of
acceptable behavior and will take appropriate and fair corrective action in
response to any behavior that they deem inappropriate, threatening, offensive,
or harmful.

Community leaders have the right and responsibility to remove, edit, or reject
comments, commits, code, wiki edits, issues, and other contributions that are
not aligned to this Code of Conduct, and will communicate reasons for moderation
decisions when appropriate.

## Scope

This Code of Conduct applies within all community spaces, and also applies when
an individual is officially representing the community in public spaces.
Examples of representing our community include using an official e-mail address,
posting via an official social media account, or acting as an appointed
representative at an online or offline event.

## Enforcement

Instances of abusive, harassing, or otherwise unacceptable behavior may be
reported to the community leaders responsible for enforcement at [email protected].
All complaints will be reviewed and investigated promptly and fairly.

All community leaders are obligated to respect the privacy and security of the
reporter of any incident.

## Enforcement Guidelines

Community leaders will follow these Community Impact Guidelines in determining
the consequences for any action they deem in violation of this Code of Conduct:

### 1. Correction

**Community Impact**: Use of inappropriate language or other behavior deemed
unprofessional or unwelcome in the community.

**Consequence**: A private, written warning from community leaders, providing
clarity around the nature of the violation and an explanation of why the
behavior was inappropriate. A public apology may be requested.

### 2. Warning

**Community Impact**: A violation through a single incident or series of
actions.

**Consequence**: A warning with consequences for continued behavior. No
interaction with the people involved, including unsolicited interaction with
those enforcing the Code of Conduct, for a specified period of time. This
includes avoiding interactions in community spaces as well as external channels
like social media. Violating these terms may lead to a temporary or permanent
ban.

### 3. Temporary Ban

**Community Impact**: A serious violation of community standards, including
sustained inappropriate behavior.

**Consequence**: A temporary ban from any sort of interaction or public
communication with the community for a specified period of time. No public or
private interaction with the people involved, including unsolicited interaction
with those enforcing the Code of Conduct, is allowed during this period.
Violating these terms may lead to a permanent ban.

### 4. Permanent Ban

**Community Impact**: Demonstrating a pattern of violation of community
standards, including sustained inappropriate behavior, harassment of an
individual, or aggression toward or disparagement of classes of individuals.

**Consequence**: A permanent ban from any sort of public interaction within the
community.

## Attribution

This Code of Conduct is adapted from the [Contributor Covenant][homepage],
version 2.1, available at
[https://www.contributor-covenant.org/version/2/1/code_of_conduct.html][v2.1].

Community Impact Guidelines were inspired by
[Mozilla's code of conduct enforcement ladder][mozilla coc].

For answers to common questions about this code of conduct, see the FAQ at
[https://www.contributor-covenant.org/faq][faq]. Translations are available at
[https://www.contributor-covenant.org/translations][translations].

[homepage]: https://www.contributor-covenant.org
[v2.1]: https://www.contributor-covenant.org/version/2/1/code_of_conduct.html
[mozilla coc]: https://github.com/mozilla/diversity
[faq]: https://www.contributor-covenant.org/faq
[translations]: https://www.contributor-covenant.org/translations
2 changes: 1 addition & 1 deletion CONTRIBUTING.md
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Everyone is welcome to contribute to this project, and contributions can take many different forms, from helping to answer questions on the [discussions page](https://github.com/GalSim-developers/JAX-GalSim/discussions), to contributing to the code-base by making a Pull Request.

In order to foster an open, inclusive, and welcoming community, all contributors agree to adhere to [the Astropy code of conduct](https://www.astropy.org/code_of_conduct.html), which we adopt in this project.
In order to foster an open, inclusive, and welcoming community, all contributors agree to adhere to [JAX-GalSim code of conduct](CODE_OF_CONDUCT.md).

## Contributing code using Pull Requests

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20 changes: 12 additions & 8 deletions README.md
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# JAX-GalSim
JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.

**JAX port of GalSim, for parallelized, GPU accelerated, and differentiable galaxy image simulations.**

[![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-2.1-4baaaa.svg)](code_of_conduct.md)

**Disclaimer**: This project is still in an early development phase, **please use the [reference GalSim implementation](https://github.com/GalSim-developers/GalSim) for any scientific applications.**

## Objective and design

See [design document](https://docs.google.com/document/d/1NalCc_5dc3Z8F4q37y-RsJS_mr9gzvfyANb2PYUpsb4/edit?usp=sharing).

The goal of this library is to reimplement GalSim functionalities in pure JAX to allow for automatic differentiation, GPU acceleration, and batched computations.
The goal of this library is to reimplement GalSim functionalities in pure JAX to allow for automatic differentiation, GPU acceleration, and batched computations.

**Guiding Principles**:

- Strive to be a drop-in replacement for GalSim, i.e. provide a close match to the GalSim API.
- Each function/feature will be tested against the reference GalSim implementation.
- This package will aim to be a **subset** of GalSim (i.e. only contains functions with a reference GalSim implementation).
- Implementations should be easy to read and understand.
- This package will aim to be a **subset** of GalSim (i.e. only contains functions with a reference GalSim implementation).
- Implementations should be easy to read and understand.
- Code should be pip installable on any machine, no compilation required.
- Any notable differences between the JAX and reference implementations will be clearly documented.


## Contributing

Everyone can contribute to this project, please refer to the [CONTRIBUTING.md](CONTRIBUTING.md) document for details.
Everyone can contribute to this project, please refer to the [CONTRIBUTING.md](CONTRIBUTING.md) document for details.

In short, to interact with the project you can:

- Ask or Answer questions on the [Discussions Q&A](https://github.com/GalSim-developers/JAX-GalSim/discussions/categories/q-a) page
- Report a bug by opening a [GitHub issue](https://github.com/GalSim-developers/JAX-GalSim/issues)
- Open a [GitHub issue](https://github.com/GalSim-developers/JAX-GalSim/issues) or [Discussions](https://github.com/GalSim-developers/JAX-GalSim/discussions) to ask for feedback on a planned contribution.
- Submit a Pull Request to contribute to the code.

Issues marked with *contributions welcome* or *good first issue* are particularly good places to start. These are great ways to learn more
about the inner workings of GalSim and how to code in JAX.
Issues marked with _contributions welcome_ or _good first issue_ are particularly good places to start. These are great ways to learn more
about the inner workings of GalSim and how to code in JAX.

## Current GalSim capabilities coverage

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