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54 changes: 16 additions & 38 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,15 +1,13 @@
---
description: An open-source, low-code machine learning library in Python
cover: >-
https://images.unsplash.com/photo-1620641788421-7a1c342ea42e?crop=entropy&cs=tinysrgb&fm=jpg&ixid=MnwxOTcwMjR8MHwxfHNlYXJjaHw1fHxncmFkaWVudHxlbnwwfHx8fDE2NzY4NTQ4Mjk&ixlib=rb-4.0.3&q=80
coverY: 0
---
<div align="center">
<img src="https://images.unsplash.com/photo-1620641788421-7a1c342ea42e?crop=entropy&cs=tinysrgb&fm=jpg&ixid=MnwxOTcwMjR8MHwxfHNlYXJjaHw1fHxncmFkaWVudHxlbnwwfHx8fDE2NzY4NTQ4Mjk&ixlib=rb-4.0.3&q=80" alt="drawing" width=100% height=150/>

### An open-source, low-code machine learning library in Python

# Welcome to PyCaret

{% hint style="info" %}
**PyCaret 3.0-rc is now available**. `pip install --pre pycaret` to try it. Check out this example [Notebook](https://colab.research.google.com/drive/1\_H0sHYhzKGZDmgzrQLosuZAR3nOaL6CN?usp=sharing).
{% endhint %}
**PyCaret 3.0-rc is now available**.
To try : `pip install --pre pycaret`
</div>

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that exponentially speeds up the experiment cycle and makes you more productive.

Expand All @@ -19,17 +17,17 @@ The design and simplicity of PyCaret are inspired by the emerging role of citize

## Quick Links

| ⭐ [**Tutorials**](get-started/tutorials.md)**** | Checkout our official notebooks! |
| ⭐ [**Tutorials**](get-started/tutorials.md) | Checkout our official notebooks! |
| --------------------------------------------------------------------------- | --------------------------------------- |
| 📋 [**Examples**](learn-pycaret/examples.md)**** | Example notebooks. |
| 📙 [**Blog**](learn-pycaret/official-blog/)**** | Tutorials and articles by contributors. |
| 📋 [**Examples**](learn-pycaret/examples.md) | Example notebooks. |
| 📙 [**Blog**](learn-pycaret/official-blog/) | Tutorials and articles by contributors. |
| 📚 [**API Reference**](https://pycaret.readthedocs.io/en/latest/index.html) | The detailed API docs of PyCaret |
| 📺 [**Video Tutorials**](learn-pycaret/videos.md)**** | Our video tutorial from various events. |
| 📺 [**Video Tutorials**](learn-pycaret/videos.md) | Our video tutorial from various events. |
| 📢 [**Discussions**](https://github.com/pycaret/pycaret/discussions) | Engage with community and contributors. |
| 🛠️ [**Changelog**](get-started/release-notes.md)**** | Changes and version history. |
| 🛠️ [**Changelog**](get-started/release-notes.md) | Changes and version history. |
| :question:[**FAQs**](learn-pycaret/faqs.md) | Frequently Asked Questions |
| 🌳 [**Roadmap**](https://github.com/pycaret/pycaret/issues/1756) | PyCaret's development plan. |
| :m: [**Meetup**](https://www.meetup.com/pycaret-user-group/)**** | Join our Meetup user group. |
| :m: [**Meetup**](https://www.meetup.com/pycaret-user-group/) | Join our Meetup user group. |

## Features

Expand Down Expand Up @@ -88,29 +86,9 @@ To use PyCaret's time series module you can install `PyCaret 3.0-rc`.
pip install --pre pycaret
```

## Core Team

The following people are currently core contributors to PyCaret's development and maintenance:

{% embed url="https://github.com/moezali1" %}

{% embed url="https://github.com/Yard1" %}

{% embed url="https://github.com/ngupta23" %}

{% embed url="https://github.com/tvdboom" %}

{% embed url="https://github.com/wkuopt" %}

{% embed url="https://github.com/mfahadakbar" %}

{% embed url="https://github.com/PabloJMoreno" %}

{% embed url="https://github.com/reza1615" %}

{% hint style="info" %}
**Contribute to PyCaret!** If you would like to contribute to this project, please see our [Contribution Guidelines](https://github.com/pycaret/pycaret/blob/master/CONTRIBUTING.md).
{% endhint %}
**Contribute to PyCaret!** If you would like to contribute to this project, please see our [Contribution Guidelines](https://github.com/pycaret/pycaret/blob/master/CONTRIBUTING.md)

## Documentation

Expand All @@ -119,9 +97,9 @@ This documentation is being developed and maintained by:
* [Moez Ali](https://www.linkedin.com/in/profile-moez/)
* [Pablo Moreno](https://www.linkedin.com/in/pablo-moreno-363188150/)

{% hint style="info" %}

**Contribute!** If you would like to join our documentation team and help us build and maintain this awesome documentation for the community, join the **#docs-revamp** channel on our [Slack](https://join.slack.com/t/pycaret/shared\_invite/zt-row9phbm-BoJdEVPYnGf7\_NxNBP307w).
{% endhint %}


## Contributors

Expand Down