Creating and editing raster graphics with Photoshop is a very important skill if you want to tackle digital art.

Photoshop creates layers to separate layers of information in the image file. You can manipulate a layer to create artwork. For example, you can paint with a layer, erase a layer, or add other layers to a Photoshop document, making changes to your original design.

Making Photoshop easier

Photoshop includes user-friendly features that make image editing a breeze. Many of these features make it possible to create and edit images more efficiently than ever before.

Finding the tool palette

The Photoshop tool palette is the main window for image creation and manipulation. The tool palette gives you access to the various tools Photoshop offers. You can use the tools palette to add, move, or manipulate layers in your image file. The tool palette is analogous to the color palette in painting.

The tool palette contains the following:

The Layers panel: This panel contains the layers of the image file.

The Background panel: This panel allows you to change the background of the image file (including its color, opacity, and other settings).

The Paths panel: This panel allows you to make selections for drawing or painting tools.

The History panel: This panel stores the history of your last actions on the layers and paths.

The Tool Presets panel: This panel gives you access to the various tools and presets Photoshop offers.

The Options bar: This bar is a quick access point to the many options available for working with the layers and selections in your image file.

Figure 1-1 shows the Layers panel.

**Figure 1-1:** The Layers panel includes the menu and layer options.

Discovering the Tool Palette

The Photoshop tool palette is made up of three main groups, which work together to give you easy access to the tools Photoshop offers:

The tool palette is found in the lower right of the Photoshop window. You can see it in Figure 1-2.

**Figure 1-2:** The tool palette gives you easy access to all the tools available in Photoshop.

The menu: The top-right drop-down menu is the main menu for the tool palette. It includes options such as Layers, Transparency, Adjustments, Paths, and Basic Colors. It's also the menu that creates a palette of the tools Photoshop offers. You can choose the tools you want

Adobe Photoshop CS and CS2 were the first mainstream graphic design programs to use a digital style for image editing. Not only do they support layers, filters and all the other features of Photoshop but they also allow you to “draw” your digital images.

A digital style is a layer where you can insert text, shapes, textures, vector illustrations or shapes using any font. It also supports a selection tool similar to the one in Illustrator that lets you clone areas of a layer or cut and paste elements to other layers.

You can also import and output PSD files in a variety of formats including JPEG and PNG.

Adobe Photoshop is available for Windows and MacOS. It has also been available as a free download, in which case it has a simple interface.

There are other more advanced alternatives for Photoshop that offer more features. Some of the advanced alternatives include:

Adobe Photoshop CC – A free alternative to Photoshop that contains most of Photoshop’s features including vector illustrations, filters, and a more advanced selection tool.

– A free alternative to Photoshop that contains most of Photoshop’s features including vector illustrations, filters, and a more advanced selection tool. Adobe Photoshop plugins – These are plugins like LavaPlugins, After Effects and Premiere Pro plugins designed to make use of the power of Photoshop.

– These are plugins like LavaPlugins, After Effects and Premiere Pro plugins designed to make use of the power of Photoshop. Gimp – Gimp is not Photoshop but it can be used in many of the same ways. Gimp is a free tool that you can download and use.

If you’re on a budget and just want something simple, then Photoshop Elements is the way to go.

What is Photoshop Elements?

Elements is a free graphics editor that is designed to provide many of Photoshop’s features in a simplified interface. It contains all the features of Photoshop except for the advanced 3D animation tools and a few other features.

For example, in Elements you can:

Edit color images (brightness/contrast, white balance, adjust colors and exposure, etc.)

Apply filters, masks and textures to images

Insert shapes and text

Adjust the shape of the image (reduce the border, adjust the angle, etc.)

Apply graduated filters (like the vignette, brick, emboss, etc.)

Import and export photos
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A phase II study of 5-fluorouracil and irinotecan in advanced colorectal cancer: a combination that is active and well tolerated.
We conducted a phase II study of the combination of irinotecan and 5-fluorouracil (5-FU) to determine whether the conventional schedule of irinotecan 180 mg/m2 (days 1 and 15) and 5-FU 370 mg/m2/day (days 1-5) is active against advanced colorectal cancer. Fifty-four patients were enrolled from 14 centers in the UK with histologically or cytologically proven colorectal adenocarcinoma. Thirty-four patients had prior surgery and 28 had prior radiation. All patients received adjuvant 5-FU or intravenous oxaliplatin after resection and/or radiotherapy. There were 25 confirmed partial remissions (47%; 95% confidence interval 30% to 64%) in 44 patients evaluable for response, which was the primary end point of the study. The median duration of response was 4.3 months (range 0.7-11.7) and the median survival was 12 months. Diarrhea (95%), neutropenia (92%), nausea (83%) and vomiting (77%) were frequent and were reversible. Stomatitis occurred in 23% of patients, infection in 9%, transaminitis in 10% and thrombocytopenia in 16%. The combination was well tolerated, with tolerable toxicity, and it produced substantial antitumour activity. This schedule of irinotecan and 5-FU merits further study in patients with advanced colorectal cancer, particularly in selected patients.Q:

apply on a data.frame in Python

I would like to apply a method to a part of my data.frame in Python.
Let's say I have the following data.frame:
id group value
1 id_a 3
2 id_b 2
3 id_b 2

I would like to apply a function that take as input a combination of the id's and the group. The output of this function is a vector:
[0]
[1] 0.5
[2] -0.5

Based on the number of groups, I decided to use the following pseudo code

The Liquify tool allows you to distort your image in various ways. You can easily adjust the thickness of the lines and shapes in your photograph.
The Pen tool lets you create image elements by drawing on your digital canvas. It is a very fast way to create art or design elements, and you can also use it to add highlights and shadows to your images.
The Pathfinder is used for combining or separating individual layers. Just select two layers that you want to merge, and click the Pathfinder icon on the tools menu. Photoshop then divides the layers into individual layers and combines them into a single layer.
The Quick Selection tool can help isolate areas of an image that you want to adjust or remove. Just click and drag the tool on your canvas to isolate what you want to change.
The Refine Edge tool helps you to bring out more details and sharpness from an image.
Photoshop also offers many specialised effects including splotches, effect overlays, video effects and more, but these are beyond the scope of this course, and can be studied in more detail at the following links:
Splatter:
Dodge and Burn:
Vignette:
Colorise:
The following FAQs help you get the most out of Photoshop.
Q: Where can I find the image I want to use?
A: You can either drag and drop the images from your desktop (from the PNG, JPG, or GIF file formats) or click on the image and choose Open. Drag the image file into your Photoshop document. If you are using a different operating system, find out how to import image files from your computer.
Q: How do I import a JPEG or GIF file in Photoshop?
A: You can open a JPEG or GIF file in Photoshop by following the instructions above.
Q: How do I save a JPEG or GIF file in Photoshop?
A: You can save a JPEG or GIF file as a Photoshop document. To do this, open a JPEG or GIF file in Photoshop, select Save As from the File menu, then choose Photoshop Document. The next page will allow you to change the file type to JPEG or GIF.
Q: How do I save a PNG file in

OS: Windows XP / Vista / 7 / 8 / 8.1 / 10
CPU: Pentium III 600MHz or equivalent
RAM: 512MB (1GB recommended)
HDD: 2GB (4GB recommended)
Video Card: 256MB DirectX 9.0c compatible video card
DirectX: Version 9.0c (9.0c recommended)
Network: Broadband Internet connection
Input: Keyboard and mouse
What it is:
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