Author Archives: Aditya Singh - Page 3
Multithreading in Python enables CPUs to run different parts(threads) of a process concurrently to maximize CPU utilization.
The post How to Run Python Code Concurrently using Multithreading appeared first on Analytics India Magazine.
PyWebIO is a python library for creating web applications that turns your browser into a rich text terminal.
The post Creating Web Applications using PyWebIO appeared first on Analytics India Magazine.
PyWebIO is a python library for creating web applications that turns your browser into a rich text terminal.
The post Creating Web Applications using PyWebIO appeared first on Analytics India Magazine.
PyWebIO is a python library for creating web applications that turns your browser into a rich text terminal.
The post Creating Web Applications using PyWebIO appeared first on Analytics India Magazine.
Shapash is a Python library that aims to make machine learning models trustworthy for everyone by making them more transparent and easy to understand.
The post Make Machine Learning Interpretable with Shapash appeared first on Analytics India Magazine.
Python decorators are extremely useful, albeit a bit hard to wrap your head around. They enable developers to modify or extend a function or class’s functionalities by wrapping it using a single line of code @decorator_name. Before we delve into decorators’ working, let’s understand the concept of first-class functions in Python. In a programming language,…
The post Step-by-Step Introduction to Python Decorators appeared first on Analytics India Magazine.
One of the issues of using Python for data analytics is the inability to create shareable data visualization reports quickly. Other analytics tools like PowerBI and Tableau can readily publish and share reports. Sure, you can create shareable reports with modules like dash and Flask but they require quite a bit of extra code. Datapane…
The post Creating Interactive Data Reports With Datapane appeared first on Analytics India Magazine.
What is Pruning in ML/AI?
Pruning is an optimization techniques that removes redundant or the least important parts of a model or search space.
The post What is Pruning in ML/AI? appeared first on Analytics India Magazine.
Background replacement is a prominent task in the fields of video production, special effects and live streaming. And due to the increased prevalence of remote work and virtual classes, in video conferencing tools like Zoom and Google Meets. While it is used solely for the entertainment/aesthetic value in the commercial video production and editing industry,…
The post Introducing Real-Time High-Resolution Background Replacement appeared first on Analytics India Magazine.
Only vision transformers (ViT) have been able to achieve state-of-the-art performance on ImageNet without using convolution.
The post Introducing DeiT: Data-Efficient Image Transformers appeared first on Analytics India Magazine.