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Add links to PyWhy website and Discord #788

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19 changes: 18 additions & 1 deletion README.md
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<h1><img src="doc/econml-logo-icon.png" width="80px" align="left" style="margin-right: 10px;"> EconML: A Python Package for ML-Based Heterogeneous Treatment Effects Estimation</h1>
<h1>
<a href="https://econml.azurewebsites.net/">
<img src="doc/econml-logo-icon.png" width="80px" align="left" style="margin-right: 10px;", alt="econml-logo">
</a> EconML: A Python Package for ML-Based Heterogeneous Treatment Effects Estimation
</h1>

**EconML** is a Python package for estimating heterogeneous treatment effects from observational data via machine learning. This package was designed and built as part of the [ALICE project](https://www.microsoft.com/en-us/research/project/alice/) at Microsoft Research with the goal to combine state-of-the-art machine learning
techniques with econometrics to bring automation to complex causal inference problems. The promise of EconML:
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- [Blogs and Publications](#blogs-and-publications)
- [Citation](#citation)
- [Contributing and Feedback](#contributing-and-feedback)
- [Community](#community)
- [References](#references)

</details>
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This project has adopted the [PyWhy Code of Conduct](https://github.com/py-why/governance/blob/main/CODE-OF-CONDUCT.md).

# Community

<a href="https://pywhy.org/">
<img src="doc/spec/img/pywhy-logo.png" width="80px" align="left" style="margin-right: 10px;", alt="pywhy-logo">
</a>

EconML is a part of [PyWhy](https://www.pywhy.org/), an organization with a mission to build an open-source ecosystem for causal machine learning.

PyWhy also has a [Discord](https://discord.gg/cSBGb3vsZb), which serves as a space for like-minded casual machine learning researchers and practitioners of all experience levels to come together to ask and answer questions, discuss new features, and share ideas.

We invite you to join us at regular office hours and community calls in the Discord.

# References

Athey, Susan, and Stefan Wager.
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2 changes: 1 addition & 1 deletion doc/conf.py
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# -- Project information -----------------------------------------------------

project = 'econml'
copyright = '2022, PyWhy contributors'
copyright = '2023, PyWhy contributors'
author = 'PyWhy contributors'
version = econml.__version__
release = econml.__version__
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15 changes: 15 additions & 0 deletions doc/spec/community.rst
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Community
==========

.. raw:: html

<p></p>
<a href="https://pywhy.org/">
<img src="../pywhy-logo.png" width="80px" align="left" style="margin-right: 10px;", alt="pywhy-logo">
</a>

EconML is a part of `PyWhy <https://www.pywhy.org/>`__, an organization with a mission to build an open-source ecosystem for causal machine learning.

PyWhy also has a `Discord <https://discord.gg/cSBGb3vsZb>`__, which serves as a space for like-minded casual machine learning researchers and practitioners of all experience levels to come together to ask and answer questions, discuss new features, and share ideas.

We invite you to join us at regular office hours and community calls in the Discord.
Binary file added doc/spec/img/pywhy-logo.png
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1 change: 1 addition & 0 deletions doc/spec/spec.rst
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interpretability
references
faq
community

.. todo::
benchmark
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