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Your go-to hub for Python and Data Scienceโ€”featuring questions, answers, quizzes, and interview tips to sharpen your skills and boost your career in the data-driven world.

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๐Ÿง‘โ€๐ŸŽ“ A Cool Python Tip: How to Access Class Variables? ๐Ÿ

---

๐ŸŒŸ Scenario:
Imagine you have a variable in a class and want to access it in a method. For example:

class MyClass:
my_variable = "I am a class variable"

def my_method(self):
return f"Accessing variable: {self.my_variable}"

# Test
obj = MyClass()
print(obj.my_method())

๐Ÿ“ค Output: Accessing variable: I am a class variable

---

๐Ÿ” Explanation:
- In this example, my_method is a regular instance method with the self argument.
- You can access the class variable with self.my_variable, but you need to create an instance of the class (obj = MyClass()).
- What if you want to access it without creating an instance? Thatโ€™s where @classmethod comes in! ๐Ÿ‘‡

---

๐Ÿ’ก Better Way with @classmethod:
If you want to access the variable directly using the class name, use @classmethod:

class MyClass:
my_variable = "I am a class variable"

@classmethod
def my_method(cls):
return f"Accessing variable: {cls.my_variable}"

# Test
print(MyClass.my_method())

๐Ÿ“ค Output: Accessing variable: I am a class variable

---

๐Ÿ”‘ Whatโ€™s the Difference?
- In the first case (regular method), you need to create an instance to call the method.
- In the second case (with @classmethod), you can call the method directly with the class name (MyClass.my_method()) and cls gives you access to class variables.
- Another option is @staticmethod, but youโ€™d have to manually write the class name (e.g., MyClass.my_variable).

---

๐ŸŽฏ Takeaway:
- If you want to work with an instance โžก๏ธ Use a regular method with self.
- If you want to work directly with the class โžก๏ธ Use @classmethod.

Which method do you like more? Drop your thoughts in the comments! ๐Ÿ—ฃ๏ธ

๐Ÿ’ฌ https://t.iss.one/DataScienceQ

#Python #ProgrammingTips #PythonClass
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๐Ÿ”ฐ Python Question / Quiz;

What is the output of the following Python code?
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โŒจ๏ธ Python Quiz
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What will this Python code output? #junior #python

A task for beginners.

s = set()
a = [1, 2, 3]
s.add(tuple(a))
print(s)
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ds full archive.pdf.pdf
55.2 MB
Best Data Science Archive Notes

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This channels is for Programmers, Coders, Software Engineers.

0๏ธโƒฃ Python
1๏ธโƒฃ Data Science
2๏ธโƒฃ Machine Learning
3๏ธโƒฃ Data Visualization
4๏ธโƒฃ Artificial Intelligence
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8๏ธโƒฃ programming Languages

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Python Question;

Can you figure this one out? ๐Ÿค”

What is the output of this code and why?
Article Title:
EasyVolcap: Accelerating Neural Volumetric Video Research

Article Date: 11 Dec 2023

Article Description:
Volumetric video is a technology that digitally records dynamic events such as artistic performances, sporting events, and remote conversations. When acquired, such volumography can be viewed from any viewpoint and timestamp on flat screens, 3D displays, or VR headsets, enabling immersive viewing experiences and more flexible content creation in a variety of applications such as sports broadcasting, video conferencing, gaming, and movie productions. With the recent advances and fast-growing interest in neural scene representations for volumetric video, there is an urgent need for a unified open-source library to streamline the process of volumetric video capturing, reconstruction, and rendering for both researchers and non-professional users to develop various algorithms and applications of this emerging technology. In this paper, we present EasyVolcap, a Python & Pytorch library for accelerating neural volumetric video research with the goal of unifying the process of multi-view data processing, 4D scene reconstruction, and efficient dynamic volumetric video rendering. Our source code is available at https://github.com/zju3dv/EasyVolcap.PDFAbstract

PDF Download Link:
https://arxiv.org/pdf/2312.06575v1.pdf

GitHub:
โ€ข https://github.com/zju3dv/easyvolcap

Datasets:
โ€ข NeRF
==================================

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