Note

Mac users can also buy a Photoshop bundle, containing a number of applications for $329. There are applications that integrate the two Photoshop CS6 versions and OS X. If you are a Photoshop beginner, a bundle with Lightroom, a raster image editor, and Photoshop CS6 is a good choice.

Photoshop also has a robust support site that offers a wide variety of tutorials for beginners, veterans, and professionals that can be located at www.photoshop.com/support.

* _Photoshop CS6 + Adobe Creative Cloud:_ You can also get a bundle containing Photoshop CS6 with its long-awaited _photon_ engine and Adobe Creative Cloud, the service that provides you with access to many creative programs and applications at one site. The Photoshop bundle provides a generous five-year subscription to Adobe Creative Cloud.

A Creative Cloud subscription provides an expanding library of cutting-edge creative tools and utilities to Photoshop professionals. The subscription model provides you with updates to your creative software, and you can edit files quickly using collaborative features.

Other than the fact that Photoshop doesn't require OS X 10.3, it uses all of the same graphics boards as the Mac and Windows versions of Photoshop. It requires OS X v10.4 or v10.5.



Overview

This article demonstrates how to edit photographs, create new high-quality images, and re-purpose existing images in Photoshop Elements. The instructions are based on the available features for the CS4 version of the program. If you are using Photoshop Elements 11, your experience should be similar. Some functionality has been omitted from the version you are using.

Photoshop Elements lets you crop, rotate, resize, and add text to images. You can also do various types of effects, including invert, blur, and sharpen. You can perform complicated photo retouching functions, such as adjusting levels, removing spots, and removing dust spots.

You can create new high-quality images or re-purpose existing images. You can use Photoshop Elements as an image editor to create new high-quality images. You can also use the Image Ready button to convert your image to an intermediate file format.

Editing

Crop

Click the Crop tool from the Tools panel. The Crop tool prompts you to select a rectangular area of the image to crop.

Crop a selection on your image by using the Crop tool.

You can save the cropped image as a new image or in the format of a JPEG2000 file.

Rotate

Click the Rotate tool from the Tools panel. The Rotate tool prompts you to select the amount of rotation from 0 degrees to 180 degrees in 5-degree increments. Use the plus and minus buttons to change the value.

Rotate an image by using the Rotate tool.

You can save the rotated image as a new image or in the format of a JPEG2000 file.

Resize

You can resize the cropped image by using the Resize tool. You can make an image larger, smaller, or even change its aspect ratio.

Resize a selection on your image using the Resize tool.

To adjust the image's size, use the Resize tool.

You can use the Get Info dialog box to resize an image.

To adjust the image's size, use the Resize tool.

When you use this tool, the parameters shown in the dialog box appear. Use the plus and
388ed7b0c7

Q:

Plot graph for pandas groupby.apply(lambda x:x)

I am trying to plot the values of the column 'freq' grouped by 'letter'
# creating a dataframe df
df = pd.DataFrame({'letter' : ['a','b','a','b','c','d','b'],
'freq' : [1,3,1,5,3,5,3]})

df = df.groupby(['letter'])['freq'].apply(lambda x:x)

df.freq = df.freq/df.groupby(['letter'])['freq'].transform('max')

print df

df.plot(x='letter')

print df['letter'].plot()

The last two prints are what I want, but the first does not seem to do anything. I am assuming it should plot something like below, but it just shows the plot with empty space and numbers. Any help would be appreciated!

A:

You need groupby with transform for get max value of Series:
df = df.groupby(['letter'])['freq'].transform('max')

But I don't think need assign back Series, because df already groupby by letter so is not necessary assign DataFrame to this Series by DataFrame.groupby:
df.freq = df.freq/df.groupby(['letter'])['freq'].transform('max')

Sample:
grouped = df.groupby(['letter'])['freq']
print (grouped)
letter
a 1.0
b 3.0
c 1.0
d 3.0
b 5.0
Name: freq, dtype: float64

print (grouped.transform('max'))
letter
a 3.0
b 5.0
c 1.0
d

Published: 11:02 AM June 21, 2018 Updated: 8:34 PM September 17, 2020

A Downing Street spokesman told the Guardian that the prime minister does not have a tin hat. Photograph: Ian Forsyth/Getty Images - Credit: The Guardian

The Daily Telegraph has drawn a comparison with Margaret Thatcher's well-documented tin hat.

The Guardian reported that the prime minister has asked a think tank to give a major lecture on what Brexit means.

Downing Street said there would be no more such lectures.

It's interesting that the Guardian is saying that. That's the problem with the way we work.

You cannot count on the guardian. In the same way that you cannot count on fox news. They are part of the same organisation.

So Theresa, if they say that she has done something, it means that she has done it.

Does the British people trust you?

The same people that keep sniping at you say the same things every time about you. They constantly say stuff that, you know, they said about Margaret Thatcher.

When you hear these people snipe, do you think maybe they're lying to you?

There's a lot of people who say the same thing every time. People always say they have a plan.

People always say that when they don't have one.

When you see those people saying the same thing every time, do you believe them? Do you believe that Theresa will be the best prime minister?

I think that the British people are sensible. I think that you know when you make a stupid mistake, the people like the people that called it that.

The people that said that you shouldn't have gone to war in Iraq.

You're in good company. They made the same mistake that they made with the Conservatives and Iraq.

So no one should ever trust you?

No. I think you know when people make mistakes. You know that sometimes, no one is right.

But maybe the British people are prepared to trust you more than they trust others.

Theresa is committed to getting the best deal for the UK. She's been committed to that since she first started in politics. And there's a lot of people that have a lot of doubts about what she's going to deliver.

I don't have a tin hat. There's a lot of stuff I don't know about. It's

Before purchasing a computer we advise you to ensure that your computer meets the following requirements:
Windows OS:
Windows 7, 8, 8.1, 10
8 GB (minimum) of RAM
8 GB free hard disk space
A CPU with a frequency at least 1.6 GHz
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Adobe Flash Player 10.1 or higher is required for older browsers such as Firefox and Internet Explorer 9.0 or higher.
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