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<p align="center">
<br/>
<a href="http://enso.org">
<img
src="https://user-images.githubusercontent.com/1623053/79905826-22bac080-8417-11ea-82b0-ee015904a485.png"
alt="Enso Visual Environmment"
width="136"
/>
<a href="https://enso.org">
<img src="https://user-images.githubusercontent.com/1623053/114557275-cbd27a80-9c69-11eb-9e4d-a60187cdb7a4.gif" width="640" height="640"/>
</a>
<br/>
<br/>
<a href="http://enso.org">
<img
src="https://user-images.githubusercontent.com/1623053/75661125-05664300-5c6d-11ea-9bd3-8a5355db9609.png"
alt="Enso Language"
width="240"
/>
</a>
<br/>
<br/>
<br/>
</p>
<p align="center">
<a href="https://discord.gg/PMtNMP46">
<a href="https://discord.gg/enso">
<img src="https://img.shields.io/discord/401396655599124480.svg?label=&logo=discord&logoColor=ffffff&color=7389D8&labelColor=6A7EC2"
alt="Chat">
</a>
@ -46,64 +29,97 @@
<br/>
### All your data and analytics. Unified. Interactive.
# [Enso.org](https://enso.org). Get insights you can rely on. In real time.
Enso is a general-purpose programming language and environment for interactive
data processing. It is a tool that spans the entire stack, going from high-level
visualisation and communication to the nitty-gritty of backend services, all in
a single language.
Enso is an award-winning interactive programming language with dual visual and
textual representations. It is a tool that spans the entire stack, going from
high-level visualisation and communication to the nitty-gritty of backend
services, all in a single language. Watch the following introduction video to
learn what Enso is, and how it helps companies build data workflows in minutes
instead of weeks.
[![Introducing Enso video](https://img.youtube.com/vi/fQvWMoOjmQk/0.jpg)](https://www.youtube.com/watch?v=fQvWMoOjmQk)
<br/>
# Enso's Features
Turning your data into knowledge is slow and error-prone. You can’t trust tools
that don’t embrace best practices and provide quality assurance. Enso redefines
the way you can work with your data: it is interactive, provides intelligent
assistance, and was designed on a strong mathematical foundation, so you can
always trust the results you get.
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/content/link/materialiconsround/24px.svg">
<ul><ul>
<b>Connect to all the tools you're already using</b><br/>
Enso ships with a robust set of libraries, allowing you to work with local
files, databases, HTTP services and other applications in a seamless fashion.
<b>Intelligent suggestions of possible next steps. Build workflows in minutes instead of weeks.</b><br/>
Enso analyses the data, suggests possible next steps, and displays related
help and examples. It lets you build dashboards, RPA workflows, and apps,
with no coding required. Enso ships with a robust set of libraries, allowing
you to work with local files, databases, HTTP services and other
applications in a seamless fashion.
<br/><a href="https://enso.org">Learn more →<a/>
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/editor/bubble_chart/materialiconsround/24px.svg">
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/content/link/materialiconsround/24px.svg">
<ul><ul>
<b>Cutting-edge visualization engine</b><br/>
Enso is equipped with a highly-tailored WebGL visualization engine capable of
displaying even millions of data points 60 frames per second in a web
browser.
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/action/translate/materialiconsround/24px.svg">
<ul><ul>
<b>Polyglot</b><br/>
Enso allows you to use any Java library in your code. Soon, it will also allow
you to copy-paste code from Python, JavaScript, Ruby, and R with close-to-zero
performance overhead at runtime.
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/av/speed/materialiconsround/24px.svg">
<ul><ul>
<b>High performance</b><br/>
Enso graphs and code can run up to 100x faster than the analoguous Python
code.
<b>Reproducible, trustworthy results.</b><br/>
Versioning and visual data quality management allow you to trust the results
that you get.
<br/><a href="https://enso.org">Learn more →<a/>
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/hardware/security/materialiconsround/24px.svg">
<ul><ul>
<b>Results you can trust</b><br/>
<b>A powerful, purely functional language. Both visual and textual.</b><br/>
Enso incorporates many recent innovations in data processing and programming
language design to allow you to work quickly and trust the results that you
get. It is a purely functional programming language with higher-order
functions, user-defined algebraic datatypes, pattern-matching, and a rich set
of primitive types.
language design to allow you to work interactively and trust the results
that you get. It is a purely functional programming language with
higher-order functions, user-defined algebraic datatypes, pattern-matching,
and two equivalent representations that you can switch between on-demand.
<br/><a href="https://enso.org">Learn more →<a/>
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/action/translate/materialiconsround/24px.svg">
<ul><ul>
<b>Mix languages with close-to-zero interop overhead.</b><br/>
Import any library from Enso, Java, JavaScript, R, or Python, and use
functions, callbacks, and data types without any wrappers. Enso compiles
them to the same instruction set with a unified memory model.
<br/><a href="https://enso.org">Learn more →<a/>
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/av/speed/materialiconsround/24px.svg">
<ul><ul>
<b>Fast. Up to 80x faster than Python.</b><br/>
It can even run other languages faster than their official runtimes. Enso-R
is 36x faster than GNU-R.
<br/><a href="https://github.com/enso-org/benchmarks">See benchmarks →<a/>
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/editor/bubble_chart/materialiconsround/24px.svg">
<ul><ul>
<b>A cutting-edge visualization engine.</b><br/>
Enso is equipped with a highly-tailored WebGL visualization engine capable
of displaying many millions of data points at 60 frames per second in a web
browser. Currently, Enso includes a set of core data visualizations out of
the box, and you can easily extend it with libraries such as D3.js,
Three.js, Babylon.js, deck.gl, VTK.js, Potree, and many more.
<br/><a href="https://enso.org">Learn more →<a/>
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/device/devices/materialiconsround/24px.svg">
<ul><ul>
<b>Runs everywhere</b><br/>
<b>Runs everywhere.</b><br/>
Enso is available on MacOS, Windows, and Linux, and the Enso IDE runs on
web-native technologies. In time, you'll be able to run it in the web-browser,
giving even your tablet of phone access to your data.
web-native technologies. In time, you'll be able to run it in the
web-browser, giving even your tablet and phone access to your data.
<br/><a href="https://enso.org">Learn more →<a/>
</ul></ul>
<br/>
### Getting Started
# Getting Started
<img align="right" alt="An example Enso graph" src="https://user-images.githubusercontent.com/1623053/105841783-7c1ed400-5fd5-11eb-8493-7c6a629a84b7.png" width="380">
@ -120,8 +136,9 @@ a single language.
<ul><ul>
<b>Watch Tutorials</b><br/>
<ul>
<li><a href="https://www.youtube.com/watch?v=AwtAklcLrkU&ab_channel=Enso">Enso 101</a></li>
<li><a href="https://www.youtube.com/watch?v=XReCQMZUmuE&ab_channel=Enso">Trams Visualization</a></li>
<li><a href="https://youtu.be/3f6FE1dgMNw?list=PLk8NuufOVK01GhaObYr1_gqeASlkj2um0">Enso 101</a></li>
<li><a href="https://youtu.be/hFxugfGbvGI?list=PLk8NuufOVK01GhaObYr1_gqeASlkj2um0">Analyze trams data</a></li>
<li><a href="https://youtu.be/gXnojGR6wOI?list=PLk8NuufOVK01GhaObYr1_gqeASlkj2um0">Analyze GitHub Stargazers data</a></li>
<li><a href="https://www.youtube.com/playlist?list=PLk8NuufOVK01GhaObYr1_gqeASlkj2um0">... other tutorials</a></li>
</ul>
</ul></ul>
@ -131,13 +148,16 @@ a single language.
<b>Watch Video Podcasts</b><br/>
<ul>
<li><a href="https://www.youtube.com/watch?v=U3pb7HiZIBg&t=2996s&ab_channel=Enso">Enso Textual Language Basics</a></li>
<li><a href="https://youtu.be/bcpOEX1x06I">Using Java libraries in Enso</a></li>
<li><a href="https://youtu.be/wFkh5LgAZTs">Custom data visualizations</a></li>
<li><a href="https://youtu.be/BibjcUjdkO4">Enso vision. What is in the future?</a></li>
<li><a href="https://www.youtube.com/c/Enso_org/videos?view=2&sort=dd&live_view=503&shelf_id=3">... other video podcasts</a></li>
</ul>
</ul></ul>
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/communication/forum/materialiconsround/24px.svg">
<ul><ul>
<b>Join The Community</b><br/>
<b>Join Our Community</b><br/>
<ul>
<li><a href="https://discord.gg/enso">Discord chat. Get help, share your use cases, meet the team behind Enso and other Enso users!</a></li>
<li><a href="https://github.com/enso-org/enso/discussions">GitHub Discussion Forum</a></li>
@ -146,7 +166,7 @@ a single language.
<img align="left" width="36px" src="https://github.com/google/material-design-icons/blob/master/src/av/new_releases/materialiconsround/24px.svg">
<ul><ul>
<b>Keep up with the latest updates</b><br/>
<b>Keep Up With the Latest Updates</b><br/>
<ul>
<li><a href="https://medium.com/@enso_org">Enso Development Blog</a></li>
<li><a href="http://eepurl.com/bRru9j">Enso Mailing List</a></li>
@ -155,20 +175,27 @@ a single language.
<br/><br/>
### Project components
# Enso Source Code
Enso is a community-driven open source project which is, and will always be,
open and free to use. Join us, help us to build it, and spread the word!
<br/>
### Project Components
Enso consists of several sub projects:
- **Enso Engine.** The Enso Engine is the set of tools that implement the Enso
- **Enso Engine:** The Enso Engine is the set of tools that implement the Enso
language and its associated services. These include a just-in-time compiler,
runtime, and language server. These components can be used on their own as
command line tools.
- **Enso IDE**. The [Enso IDE](https://github.com/enso-org/ide) is the desktop
application that allows working with the visual form Enso. It consists of an
Electron application, a high performance WebGL UI framework, and the Searcher
which provides contextual search, hints, and documentation for Enso
functionality.
- **Enso IDE:** The [Enso IDE](https://github.com/enso-org/ide) is the desktop
application that allows working with the visual form of Enso. It consists of
an Electron application, a high performance WebGL UI framework, and the
searcher which provides contextual search, hints, and documentation for all of
Enso's functionality.
<br/>