Juno: Jupyter/Python IDE Cheats

Juno: Jupyter/Python IDE Hack 2.1.6 + Redeem Codes

Python Coding and Data Science

Developer: Rational Matter
Category: Developer Tools
Price: $17.99 (Download for free)
Version: 2.1.6
ID: com.rationalmatter.junoapp

Screenshots

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Description

Juno — zero-setup Jupyter/Python environment in a first-class citizen app for iPad and iPhone.

Juno is a Python IDE designed to work seamlessly with Jupyter notebooks — a document format focused on applying Python to data analysis and computational science. Notebooks serve as excellent Python coding playgrounds for data manipulation and experimentation, and Juno makes working with them a breeze!

With Juno, you can:

• Start coding right away with our zero-setup and user-friendly Jupyter/Python IDE
• Utilize Jupyter notebooks as programming and data science playgrounds
• Leverage powerful data analysis and machine learning tools: NumPy, Matplotlib, SciPy, Scikit-learn, Pandas, LXML, and more
• Execute Python code directly on your iPhone or iPad in a first-class native app, entirely offline
• Effortlessly install pure Python packages with an intuitive package manager
• Take full advantage of your keyboard and trackpad in our full-featured code editor
• Embrace full multitasking and multi-window capabilities on iPad

WHAT ARE JUPYTER NOTEBOOKS?

A Jupyter notebook is a versatile document format that enables you to store live code, markdown text, plots, images, and LaTeX equations — all within a single notebook file. This versatility makes Jupyter notebooks an exceptional learning tool, whether you're learning to code or honing your data analysis skills.

Notebook documents keep a record of all inputs and outputs from an interactive programming session, and the rich output generated by running Python scripts (including HTML, images, video, and plots) is embedded within the Jupyter notebook document. They are particularly convenient for coding in Python for data analysis, machine learning, or computational science in general.

A notebook comprises a sequence of cells, each representing either narrative text in markdown or HTML format, or a coding script with text or media output. This structure makes notebooks both human-readable documents containing analysis descriptions and results (figures, tables, etc.), as well as executable scripts for data analysis or general programming. You can use a Jupyter notebook as a document with optional executable code, or simply as a programming playground for data manipulation and experimentation.

WHO IS JUNO FOR?

Juno provides an exceptional programming environment for those using (or learning to use) Python for data analysis, machine learning, or computational science. Jupyter notebooks serve as an excellent educational tool for learning Python or practicing coding, especially in the context of data science. This makes Juno a perfect learning companion and a powerful developer tool for honing your programming and data analysis skills.

Version history

2.1.6
2023-05-24
What's new in Juno 2.1.6:

- Fixes an error when importing certain Bokeh submodules;
- Fixes several errors related to installing pure Python packages with optional native extensions.

What's new in Juno 2.1:

- Python upgraded to 3.10 and pinned packages updated to their latest releases;
- New packages: 'openai' (for accessing OpenAI APIs), 'tiktoken' (tokenization for OpenAI models), and their dependencies (including 'aiohttp', 'yarl', 'frozenlist', 'multidict', and more);
- Better performance: Improved background app persistence, faster kernel start-ups, and reduced notebook loading times;
- Easier package management: Now you can delete and upgrade many pre-installed packages (some will remain pinned, e.g. packages that Juno uses internally);
- Streamlined navigation: Swipe from the left screen edge in the notebook editor to reveal the working directory navigator on iPhone (you can configure default presentation style in settings);
- A whole bunch of fixes for crashes and bugs, as well as many less prominent enhancements and general quality of life improvements.
2.1.5
2023-05-03
Juno 2.1 comes with an upgraded Python environment, significant performance and stability improvements, new packages (including 'openai' for accessing ChatGPT and DALL-E APIs), and much more.

What's new in Juno 2.1.5:

- Fixes several crashes related to background persistence and addresses a couple of issues in the package manager, improving the handling of packages without wheel distributions.

What's new in Juno 2.1:

- Python upgraded to 3.10 and pinned packages updated to their latest releases;
- New packages: 'openai' (for accessing OpenAI APIs), 'tiktoken' (tokenization for OpenAI models), and their dependencies (including 'aiohttp', 'yarl', 'frozenlist', 'multidict', and more);
- Better performance: Improved background app persistence, faster kernel start-ups, and reduced notebook loading times;
- Easier package management: Now you can delete and upgrade many pre-installed packages (some will remain pinned, e.g. packages that Juno uses internally);
- Streamlined navigation: Swipe from the left screen edge in the notebook editor to reveal the working directory navigator on iPhone (you can configure default presentation style in settings);
- A whole bunch of fixes for crashes and bugs, as well as many less prominent enhancements and general quality of life improvements.
2.1.4
2023-04-22
Juno 2.1 comes with an upgraded Python environment, significant performance and stability improvements, new packages (including 'openai' for accessing ChatGPT and DALL-E APIs), and much more.

What's new in Juno 2.1:

- Python upgraded to 3.10 and pinned packages updated to their latest releases;
- New packages: 'openai' (for accessing OpenAI APIs), 'tiktoken' (tokenization for OpenAI models), and their dependencies (including 'aiohttp', 'yarl', 'frozenlist', 'multidict', and more);
- Better performance: Improved background app persistence, faster kernel start-ups, and reduced notebook loading times;
- Easier package management: Now you can delete and upgrade many pre-installed packages (some will remain pinned, e.g. packages that Juno uses internally);
- Streamlined navigation: Swipe from the left screen edge in the notebook editor to reveal the working directory navigator on iPhone (you can configure default presentation style in settings);
- A whole bunch of fixes for crashes and bugs, as well as many less prominent enhancements and general quality of life improvements.
2.0.12
2022-11-25
What's new in 2.0.12:
– Fixes several crashes on older versions of iOS;
– Fixes a crash on previewing certain types of links in notebooks;
– Fixes several minor code completion layout issues;
– Makes sure notebook scrolls to caret on orientation changes;
– Fixes certain settings not getting applied in new cells until the notebook reopens;
– Makes sure notebook checkpoints are created and updated using the same logic as in JupyterLab and Jupyter Notebook, i.e. only when you explicitly select Save in menu;
– Updates cell type icons and renames Markdown cell type to Markup Text.

What's new in Juno 2.0:
– Notebook editor: the notebook editing experience has been redesigned from the ground up into a highly configurable notebook workspace, ready to get customized around your personal workflow. The editor has a ton of new features: faster-loading notebooks, cell templates, better image viewer, better previews, easier text and selection manipulation, better keyboard and trackpad support, a ton of new settings, configuration and customisation options, new Find and Replace experience, new document management features — and a lot more! The new notebook editor absolutely shines on iPad, but will work great on iPhone, too.
– Working directory file browser: seamlessly navigate, view and edit files and folders without leaving your notebook. It lets you manage files and directories, as well as perform other actions useful in the context of writing code and working on your notebooks: say, getting a relative path to a file or directory, or quickly editing contents of an arbitrary file as plain text.
– Text editor: view and edit any file from your working directory in a built-in text editor with syntax highlighting, powerful Find and Replace, configurable view options, customisable toolbar and more!
– A whole bunch of minor and major fixes around package manager, keyboard and trackpad handling, scrolling and notebook editor UI in general.
Check out the docs on our website (or select Help in the app) to learn more about the new features and Juno's new notebook editor.

Juno 2.0.12 *still* comes with Python 3.6 on board, but we begin testing Juno with Python 3.10 on TestFlight shortly, and will release it on App Store later this year as a free update.
2.0.11
2022-11-21
Welcome to the all-new Juno 2.0!

What's new:
– Notebook editor: the notebook editing experience has been redesigned from ground up into a highly configurable notebook workspace, ready to get customized around your personal workflow. The editor has a ton of new features: faster-loading notebooks, cell templates, better image viewer, better previews, easier text and selection manipulation, better keyboard and trackpad support, a ton of new settings, configuration and customisation options, new Find and Replace experience, new document management features — and a lot more! The new notebook editor absolutely shines on iPad, but will work great on iPhone, too.
– Working directory file browser: seamlessly navigate, view and edit files and folders without leaving your notebook. It lets you manage files and directories, as well as perform other actions useful in the context of writing code and working on your notebooks: say, getting a relative path to a file or directory.
– Text editor: view and edit any file from your working directory in a built-in text editor with syntax highlighting, powerful Find and Replace, configurable view options, customisable toolbar and more!
– A whole bunch of minor and major fixes around package manager, keyboard and trackpad handling, iOS integration, text editing, and a ton of general quality of life improvements.
Check out the docs on our website (or select Help in the app) to learn more about the new features and Juno's new notebook editor.

Juno 2.0.11 *still* comes with Python 3.6 on board, but we begin testing Juno with Python 3.10 on TestFlight shortly, and will release it on App Store later this year as a free update.
1.5.4
2022-09-17
This release fixes several issues related to keyboard and scrolling.
1.5.3
2022-08-21
Fixes a couple of minor UI issues.
1.5.2
2022-05-05
Juno 1.5 comes with a package manager on board! It has a ton of quality of life improvements: you can see all packages that are available to you, both system and user installed; you can delete user-installed packages and install new ones; there is now an easy way to see which dependencies are missing or have incompatible versions, which package releases are likely to work in Juno and which modules the package provides — among many other things!

Juno's package manager introduces a concept of *pinned* packages: you can import and use those as any other package, but you can't upgrade or delete them (as Juno relies on them under-the-hood).

Finally, we've made a bunch of improvements to the package installation process, so Juno can now handle several older-style distribution formats. That said, what you can install is still constrained by the OS restrictions, which means pure Python packages only.
1.4.2
2022-03-17
– Multi-window support for iPadOS! You can now edit and run multiple notebooks simultaneously on iPad, each in a separate Juno window — including side-by-side in Split View.
– Improved context restoration, working directory management and a few other things, which needed to accommodate this new multi-window nature of Juno.
– Package installer can now process several older-style distribution formats.
– Fixes for a couple of bugs around file system access.
– Fixes for several minor UI issues.
– Many under-the-hood changes and improvements, which lay important groundwork for future Juno features: this release is just one of a few major updates coming this year. Keep your eyes peeled and follow us on Twitter for more details!
1.3.15
2022-02-13
– Fixes a crash and a couple of minor issues in notebook editor
1.3.14
2021-10-10
– Adds GDAL, Fiona, PyProj, Shapely and GeoPandas. Enjoy!
– Adds a media viewer for cell output: view generated plots fullscreen, zoom and share!
– Fixes colouring of Pandas DataFrame objects in cell output.
– Requests additional RAM from the system (on supported devices).
– Improves Korean IME input support.
– Adds yfinance, requests, seaborn, beautifulsoup4 and a few other packages that were already supported, but could have occasional issues with the package installer — they now come pre-installed.
– Fixes several nasty crashes, as well as a few smaller bugs and issues.
1.3.11
2021-09-16
– Fixes hardware keyboard shortcuts and a couple of minor glitches with the on-screen keyboard.
– Fixes a number of issues related to file system: e.g. in some rare cases when a notebook was moved or a directory in its path renamed, it wouldn't open afterwards.
– Fixes a couple of less serious UI and compatibility issues with the new version of OS.
1.3.9
2021-07-11
Fixes few minor issues with hardware keyboard shortcuts.
1.3.8
2021-06-09
– Fixes a number of issues around exporting notebooks
– Fixes several minor UI bugs in notebook editor
– Opens links in the in-app browser (whenever possible)
1.3.7
2021-05-25
[NEW FEATURES]
Juno 1.3 adds new features related to documentation and background persistence:
– Adds native help popups with documentation for objects and modules, and also restores missing docs for some of the embedded Python modules. You can now check any object's docstring by selecting 'Help' in a context menu.
– Background persistence significantly improved: Juno will now try to manoeuvre around OS restrictions on apps' background execution and suspension in a more intelligent manner.
– Context restoration will also work better, including a few cases where it didn't work before.

[NEW FIXES]
Also, Juno 1.3 fixes a number of crashes, bugs and UI issues, including more minor under-the-hood improvements:
– Fixes several issues related to presenting cell output and notebook transitions. Also, now you can double-tap the output of any cell to collapse.
– Fixes a number of issues related to kernel management, including kernel interruption.
– Fixes several annoying crashes, primarily around restoring app's context.

[NEW PACKAGES]
Finally, Juno 1.3 adds new packages that couldn't be installed previously:
– Bokeh 2.3.1 (make sure to check out how great it works with a touch screen!)
– Regex 2021.4.4
– Statsmodels 0.12.2
– Cvxopt 1.2.6
– LXML 4.6.2
– Pillow 8.1.2
– Cryptography 3.4.6
1.2.9
2021-02-01
Juno 1.2.9 fixes a couple of minor UI issues — stay tuned for a bigger update we have in the works for both Juno and Juno Connect!
1.2.8
2020-07-28
What's new in Juno 1.2.8:

• Scikit-learn 0.23.1 is now available in Juno!
• Adds automatic switching of Matplotlib styles based on current theme
• Allows installing PyPI packages where native extensions are optional (e.g. simplejson)
• Adds better onboarding experience and a new introductory notebook
• Updates default Matplotlib configuration values closer to desktop defaults
• Fixes a couple of crashes and several smaller issues
1.2.6
2020-06-22
What's new in Juno 1.2.6:

• Ipywidgets are now available in Juno!
• Several crashes fixed
• Bug fixes and under-the-hood improvements
1.2.5
2020-05-29
What's new in Juno 1.2.5:

• Improved typography throughout the app
• Dynamic Type support: Juno will now respect system font settings, including accessibility options
• Notebook editor slightly redesigned for even better mobile experience
• Fixes a number of issues related to text selection
• Pandas updated to version 1.0.3
• A number of smaller under-the-hood improvements and bug fixes
1.2.3
2020-05-10
This follow-up update addresses few minor issues we've missed in our last release. What's new in Juno 1.2:

• SciPy is now included in Juno!
• Trackpad support
• Various UI updates and improvements
• Switch notebook's working directory to any location on device
• Improved context restoration in case Juno gets purged by the OS in background
• Access package installer from notebook menu
• Export notebooks in a few supported formats
• Export cell output as text
• Save images from cell output
• New callout edit menu in code editor
• App launch time improved
• Several PyPI issues fixed, where package installer would select wrong distribution
• Juno will not overwrite your changes in introductory notebooks anymore
• A whole lot of smaller under-the-hood improvements and bug fixes!
1.2.2
2020-05-07
What's new in Juno 1.2:

• SciPy is now included in Juno!
• Trackpad support
• Various UI updates and improvements
• Switch notebook's working directory to any location on device
• Improved context restoration in case Juno gets purged by the OS in background
• Access package installer from notebook menu
• Export notebooks in a few supported formats
• Export cell output as text
• Save images from cell output
• New callout edit menu in code editor
• App launch time improved
• Several PyPI issues fixed, where package installer would select wrong distribution
• Juno will not overwrite your changes in introductory notebooks anymore
• A whole lot of smaller under-the-hood improvements and bug fixes!
1.1.1
2019-10-22
1.1.0
2019-09-26

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Ratings

4.8 out of 5
753 Ratings

Reviews

Wald76,
A powerful tool for iOS
My main Jupyter environment is Anaconda on my Mac. I use GitHub to sync about 30 notebooks and their associated Python source files over to Juno (both on my iPad and on my iPhone) so I can give impromptu demos and make small changes and improvements no matter where I am. Over time Juno has matured and grown fairly robust. I’m especially glad that Python 3.10 support came out in May 2023.

Alex Staravoitau responded quickly when I reported a configuration glitch in the new Python 3.10 release (the Bokeh plotting library required a different version of jinja2). He gave me a temporary workaround and within a couple of days got a corrected version out to the App Store.

Juno is probably my most favorite app. It’s been extraordinarily useful. A strong five stars!
CookieElle,
Work likes Jupyter Notebook; makes it easy to use Python on the iPad
I am a Bioinformatician and I use Jupyter Notebook and Python as part of my workflow. Every now and then I like to take a break from using my computer, and simply use my iPad Pro to write Python scripts. I really like this app as it suits this purpose. Juno works like Jupyter Notebook, with the markdown style, python console, and even the functional keys of “B”, “A”, “M”, when adding a new line below, above, and markdown that makes Jupyter Notebook easy to use.

I haven’t had any issues with delays, crashes, or bugs. It works great, and to take things a step further, I would really like to see R included as a language for this app. There is definitely a need for it.
Brandon M. Tseng,
When are you going to update the Python latest version!!!etc….Requesting New features
We need this *advanced New features*!!! When are you going to update the Python version (Python 3.10.0/Python 3.9.9), add new programming languages such as R, Julia, C++, JavaScript, C#, Swift and more programming languages, update the latest Python3 frameworks/libraries, add Tensorflow, add Keras, add PyTorch and integrate Kaggle deep learning and integrate GitHub. Dev(s) we need this advanced features if you want this “Juno” app to be called a “pro ml/data science” app
krzyvill711,
Great App, But Refreshing issue
This app really increases iPad productivity and power. Nothing really says a powerful tablet like being able to write scripts on it, and this app enables the tablet to be just that. Just tag on a keyboard and you’re basically using a laptop. It has a great layout and is extremely intuitive and well built.

HOWEVER, whenever I want to switch between other apps for referencing (which is often), I find that I have to wait for Juno to “boot up” again. The app boots up really fast, so this issue is really more of an annoyance than an inconvenience. Aside from that small issue, it is 5/5!
Look_Away,
Wow I am finally learning Python!
This thing is absolutely amazing. I’m very much a beginner/amateur, never used Jupyter, and know just enough python to frustrate myself with the potential and possibility. Having this on an iPad, and so functionally well contained, it has been a pure delight for a simpleton such as myself. My python learning is finally starting to stick. I’m addicted!

(This isn’t to say you can’t do powerful advanced things, I just wouldn’t know, lol)
Dave Mo,
Working great so far
I bought this after having issues opening Excel files in another app with Jupyter Notebook support. Everything has been seamless so far. The autocomplete has also been quite nice, including suggesting column name strings.

I haven’t been able to get the ‘connect to Google Drive’ to work. That is annoying as iCloud is not a decent alternative for sharing files across platforms.
matthewcmead,
Recent Update Wiped out my ability to use the app
The recent update to 1.2.8 has completely destroyed the utility of this app. Not only did it wipe out all my notebooks and time-consuming painstaking installation of MANY pure python pypi packages for my notebooks, but upon uninstall/reinstall it doesn’t create its base set of files and thus I can’t even begin again. New notebooks cannot be created or executed.

Will revise upon developer resolution of this massive issue. Before this it was an awesome tool.
Jaybode,
Excellent .. best paid app in a long time
Integrates well with files on iPad. I am doing my data science e-learning on iPad, and now can open up / edit / Run examples in iPad. Fantastic! I coded an IOS app before and submitted to AppStore, so I can appreciate the work done here. Worth every penny! Predictive text, import python modules, many popular already installed !! I love it. WELL DONE! I hope pywidgets work .. then have a new iOS application demo platform ; )
AlphaBeauchmin,
It’s fantastic.
It’s the best version of what it does, hands down.

Just leaving this review because after several months of great use, I ran into the first bug. Latest version, as it was offloaded by iCloud and just finished re-downloading. It immediately would crash on my iPhone XS, Black.

I deleted and reinstalled… It’s fixed now. Great work guys!
27857472,
APP NEEDS IMPROVING FOR IPAD USERS
Im trying to figure out how to install sympy but none of the instructions have been clear or helpful. When I click on a notebook tile, it doesn’t give me the option to install a package at all. It’s not on the options list when you click a notebook tile. Also, trying to install sympy through anaconda website also has also been very confusing for an iPad user. It’s not user friendly at all. Many people really need help with this.