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It should be noted that Photoshop and similar software packages have now been added to some operating systems as a standard component. Windows 7, Vista, and Windows XP all include the Program Files folder, containing a copy of Photoshop. Mac OS X already includes the Photoshop application. As such, these programs should be available in most computer systems as well as Macintosh computers.

The following lists some of Photoshop’s features and gives an overview of how to use those features.

Illustrations are scaled to a static percentage (scaling) so that the size of the original image doesn’t affect the final result. (Image courtesy of Robert Hartman)


Figures through 8 show the tool palette that ships with Photoshop. Any one of the tools in this palette can be further customized through tools that also reside in the tool palette. This photo shows the custom controls for the brush tools. (Image courtesy of Adobe Systems Incorporated)

Use the following keystrokes and mouse clicks to perform basic tasks in the Photoshop toolbar:


Control-click (mouse-click) to open the Select menu.

Control-click (mouse-click) to open the Pen tool Options.

Control-click (mouse-click) to open the brush tool Options.

Control-click (mouse-click) to open the transform (rotate/flip/scale) tool Options.

F1, F2, F3 (arrows) to view Help.

Back (arrow button) to return to the previous view.

Home (arrow button) to move to the top of the palette.

End (arrow button) to move to the bottom of the palette.

Page Up (pressing the keys +11) and Page Down (pressing the keys +12) to scroll through the palette.

Print button (press the PrtSc button) to quickly print an image.

Comma, period (Ctrl/Cmd+Period key on PC) to erase the last/first selection, respectively.

The following Keystrokes and Mouse clicks will cause the current selection to be the last/first item selected:

Shift+Tab to switch to the last/first selection.

Tab to switch to the next/previous selection.

Ctrl+D to delete the current selection.

Ctrl+X to cut the current selection to a new layer.

Ctrl+Y to

Photoshop CC 2018

Maximize your editing power with essentials. Accelerate your workflow with features made for creative professionals. Efficiently scale photo enhancements and effects that look great on all devices. And easily organize and archive your images with over 20 free productivity tools

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How to Use Photoshop Elements

This article describes how to use Photoshop Elements on macOS. For information on using Photoshop Elements on Windows, see the Photoshop Elements Help file.


Quick Use and View tutorials

How to get started with Photoshop Elements

Practice with a file and import photos

Manage collections and get organized


Adobe Photoshop Elements 20 is packed with powerful features for sharing on Instagram, Mac, Slack, Facebook, etc.

Snap to Tool for a precise alignment

Create paintings

Quick Edit

Elements 20’s new Quick Edit feature lets you drag and drop with the Quick Selection tool to select a part of an image that can be adjusted later. As you edit the image, you can see previews of what the adjustment will look like on all your media.

Simplify your editing tasks using the new Change Tools. Use the Pick Tools to select a specific part of the image. Use the Eraser Tools to draw or paint over unwanted parts. And use the Stroke Tools to fine-tune the strokes of a specific tool.

Use the Photoshop companion for iOS, Photoshop Mobile 2. Get to the tools and utilities you need when editing. and create custom scripts or actions that you can use to edit just the parts of an image you want.

Lightroom-like Workflow

Photoshop Elements 20 gives you a photo-editing workflow that uses tools and features reminiscent of the Lightroom and Photoshop workflow:

The Edit tab contains all the existing tools found in Photoshop CS6 and higher (and you can import your existing tool collections), plus new tools and features for you to use.

Use Collections to group and manage your media. Create custom library presets. Add photos and artwork to your library by using the Create a New Collection from Files option. Import your existing collections from Lightroom, Lightroom mobile, Photoshop Cloud, other desktop programs, or from file type *.CR2.

Use the Plan panel to organize your photo editing projects and plan your workflow. With the Plan panel, you can view and manage your collections and project plans.


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I recently learned the following from a presentation by Scott McPherson, creator of the Math class for the iPhone, via YouTube (

In his lecture, «The Math Behind the App,» McPherson talks about his experience as a teacher of the same class.

(Not related at all to the iOS classes, but I thought it was a wonderful example.)

The Math class is a special class. With hundreds of thousands of downloads, it got a lot of attention in the press. One reason is that it was one of the first such apps with a significant number of Apple design awards. Another reason was that the Math class itself contains a lot of number theory, physics, probability, and fractal geometry, and the developer describes it as a «modern image of the Kabbalah.» The Math class is also one of the most difficult to implement. If you have any background in mathematics (the Math class is a prerequisite), it’s not too difficult to pick up, but it can be a lot of fun to work on.

(Aside: Following the link to the first page of the Math class, I learned, and agree with, the following.)

«The Math Class (TM) is a reference to the «Zeldin and McPherson theorem» which first appeared in the comic strip «Little Nemo in Slumberland» by Winsor McCay (1909), a work which promoted the belief that dreams and mathematics were related. The work contributed in part to the student body of the Slumberland Institute of Technology being the first of the Slumberland Institute’s student body to receive a degree, based on the work of Zeldin and McPherson.»

«In 1977, the Mathematics Teachers Association of New England (MATANE) began awarding a prize each year for the best math book for secondary school students. The awards are given in three categories: text, research, and reference. Although no research has been done to date, the best-selling Mathematics Through the Looking-Glass by Daniel Greenberg is a reference book, and the study/organization/writing of the book was a perfect example of a thesis project.»

I try to reflect some of these things in my classes. However, it’s challenging. To begin with, my grade-school math classes were used by (and so had to be taught by

What’s New in the Photoshop CC 2018?


In Python, what is the fastest (and safest) way to remove a given string from a 2D numpy matrix?

I’m writing a small research tool for plotting waveforms of data acquired by a microcontroller. The data is stored in a large 2D array as tuples of values, like this:
numpy.array([[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], dtype=numpy.float64)

I want to remove «0» values from the data as I see fit, but it’s too large a data set to just update the original. Since there’s a lot of repetition, I want to create a list of the output matrices for each iteration of that update, i.e. I want to end up with a list of six 2D numpy matrices, where each matrix has the same dimensions as the original matrix, but where the «0» values have been removed. Each of these outputs from the iteration would be numpy arrays, with the same size as the original. I want to be able to pass these to a

System Requirements:

Mac OS X 10.8 or later.
1024 x 768 resolution.
Requires 32GB of RAM.
Minimum System Requirements:
Windows 7 or later (64-bit version).
1GB of RAM (more recommended).
1024 x 768 resolution (higher recommended).
Linux 64-bit.
1GB of RAM.
Linux 32-bit.
2GB of RAM (more

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