Siladittya Manna – Medium

Siladittya Manna

Published in

The Owl

Understanding and Calculating MACs and FLOPs in PyTorch Models

with calflops and torchprofile

2d ago

Understanding and Calculating MACs and FLOPs in PyTorch Models

2d ago

Published in

The Owl

Compressing .nii Files to .nii.gz: A Guide to Efficient Data Management with NiBabel and SimpleITK

In medical imaging, handling large datasets efficiently is crucial for storage and processing purposes. Neuroimaging Informatics…

May 12

Compressing .nii Files to .nii.gz: A Guide to Efficient Data Management with NiBabel and SimpleITK

May 12

Published in

The Owl

Row by Row: A Guide to Iterating Over Pandas DataFrames with iterrows() and loc[]

Pandas DataFrames are a powerful tool for data analysis and manipulation. However, when working with large datasets, it’s often necessary…

May 1

Row by Row: A Guide to Iterating Over Pandas DataFrames with iterrows() and loc[]

May 1

Published in

The Owl

Generative Models — Diffusion Chapter — Part 1—Likelihood and Score

Background for Diffusion Models

Feb 26

Generative Models — Diffusion Chapter — Part 1—Likelihood and Score

Feb 26

Published in

The Owl

Neural Networks — Part 0: A Journey Through Neural Network Architecture

From the 20th Century to Today

Feb 14

Neural Networks — Part 0: A Journey Through Neural Network Architecture

Feb 14

Published in

The Owl

Chess — Part 1: Establishing Communication Between Chess Engine and GUI

In the previous article (Chess — Part 0), we discussed the basic topics we will walk through and the essentials for building a chess…

Jan 16

Chess — Part 1: Establishing Communication Between Chess Engine and GUI

Jan 16

Published in

The Owl

How to make an executable file from a Python script

To create a binary executable from Python script, you’ll need to use a tool that can package your Python code into a standalone executable.

Jan 16

How to make an executable file from a Python script

Jan 16

Published in

The Owl

Chess — Part 0: Introduction to Chess Programming Basics

In this article, we will go over the basics that need to be known before we start building our chess-playing AI. This article is not an…

Jan 10

Chess — Part 0: Introduction to Chess Programming Basics

Jan 10

Published in

The Owl

Profiling different algorithms using the built-in timeit module in Python

Bubble Sort, Quick Sort and Random Sampling methods

Dec 27, 2024

Profiling different algorithms using the built-in timeit module in Python

Dec 27, 2024

Published in

The Owl

The Trifecta of Random Sampling: Comparing Built-in Random, NumPy, and PyTorch

Dec 27, 2024

The Trifecta of Random Sampling: Comparing Built-in Random, NumPy, and PyTorch

Dec 27, 2024

Siladittya Manna

Siladittya Manna

PostDoc @ HK Baptist University || PhD (CS) @ Indian Stat. Inst., Kolkata || Research Interest : Computer Vision, SSL, MIA, FedML || https://sadimanna.github.io

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