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kdb

★ 19 Open GitHub ↗

AI can help Visualizing the Impacts of Climate Change. This is an open forum to share our work

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<h1 align="center">Visualizing the Impacts of Climate Change: A Shared Knowledge Database</h1>

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Welcome! Have a look at this Home page to better understand how you can contribute to the project.

Don't know what this is about? Check out the [About section](https://github.com/cc-ai/kdb#about-)

## How to use 📃

This repository is the VICC project's knowledge database. We use it to:

* Store [resources](/resources) (code, tools, news articles and so on)
* Distribute tasks according to specific [domains](/domains)
* Manage the project ([workflow](/workflow))

## Contributing 🤝

### Goal 🥅

We cannot stress enough how **collaborative** and **open** this project should be. This means that you may (and should) bring to the discussion anything you believe can be improved, suggest modifications to the workflow and **share** resources.

At first, it may seem pointless to just store a link as a line in this repository. But in the long run it will help the community a lot as nothing will be lost and it will be easy to refer new-comers to existing knowledge.

### Issues 💥

We use this repository's [issues](https://github.com/cc-ai/kdb/issues) to discuss **everything**. Have a look at the [workflow](/workflow) to better understand how we use them.

Keep in mind that both domain-specific issues (like questions/discussions about a GAN model or about a website feature) and meta issues (about how we manage this project, broken links, typos etc.) are relevant.

### Getting started ⚡️

#### New to Github? 🦎

We have compiled a short list of basic things for you to know in order to make the most out of Github without needing to become a software engineer first -> [**Github at `cc-ai`**](/workflow/gettingstarted.md)

#### Experienced contributor 🦖

The [workflow's `Readme`](/workflow) contains everything you need to know. Go through it at least once to get a feeling of how we want to work before you do your usual magic. Again, if you find some useless friction, open a `domain:meta` issue to discuss it.

According to your background and skills, you will find the list of everything we need help with in [domains/](/domains) along with relevant issues.

#### In any case

Add yourself to our [Who's Who?](workflow/whoswho.md) if you plan on contributing !

## About 💡

In case you stumbled upon this repository inadvertently, here is our story.

The VICC project is an interdisciplinary project aimed at creating images of accurate, vivid, and personalized outcomes of climate change. Our goal is to use cutting-edge machine learning techniques to produce images of how neighborhoods and houses will look like following the effects of global warming. By creating a more visceral understanding of the effects of climate change, we aim to strengthen public support for necessary actions and motivate people to make impactful decisions. As a prototype, we first focus on modeling flood consequences on homes.

For a more detailed motivation explanation, read through our [2 page executive summary](https://docs.google.com/document/d/1WQtugSBgMVB-i0RhgCg_qaP7WDj7aimWvpZytKTEqY4/edit)

Also, you might be interested in our ICLR 2019 AI For Social Good workshop [paper](https://aiforsocialgood.github.io/iclr2019/accepted/track1/pdfs/24_aisg_iclr2019.pdf)

For recent results, check out our [page on the Mila website](https://mila.quebec/en/ai-society/visualizing-climate-change/)

## Contact ✉️

This project is led by Sasha Luccioni ([@sashavor](https://github.com/sashavor)), Karthik Mukkavilli ([@mukkavilli](https://github.com/mukkavilli)), Vahe Vardanyan ([@vahe987](https://github.com/vahe987)) and Victor Schmidt ([@vict0rsch](https://github.com/vict0rsch)) from Mila ([@Mila-iqai](https://github.com/mila-iqia)), overseen by [Yoshua Bengio](https://mila.quebec/en/yoshua-bengio/) and [Jennifer Chayes](https://www.microsoft.com/en-us/research/people/jchayes/).

You can contact us via email: `{luccionis | mukkavis | schmidtv | vardanyv}@mila.quebec`

We have a Slack workspace, get in touch with us so we add you to it!

kdb

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