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

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

From the 20th Century to Today
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Chess — Part 1: Establishing Communication Between Chess Engine and GUI

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…
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Siladittya Manna
How to make an executable file from a Python script

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.
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Chess — Part 0: Introduction to Chess Programming Basics

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

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

Bubble Sort, Quick Sort and Random Sampling methods
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The Trifecta of Random Sampling: Comparing Built-in Random, NumPy, and PyTorch

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

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Plotting Continuously Updating Gradient Vectors on Loss Landscape in Matplotlib — Part 1

Plotting Continuously Updating Gradient Vectors on Loss Landscape in Matplotlib — Part 1

Useful for plotting gradient directions on loss landscape
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How to log metrics and data at different lines in the code but at the same time-step using Wandb

How to log metrics and data at different lines in the code but at the same time-step using Wandb

When working on machine learning projects, monitoring and logging metrics is crucial for understanding model performance and debugging…
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Managing Your Machine Learning Workflow with Weights & Biases Artifacts

Managing Your Machine Learning Workflow with Weights & Biases Artifacts

Weights & Biases (W&B) offers a powerful feature called Artifacts, which allows you to version and track datasets, models, and other files…
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How to save both ‘logs’ and ‘print’ statement outputs in the same file using Python?

How to save both ‘logs’ and ‘print’ statement outputs in the same file using Python?

While doing one experiment, I needed to save the logs and the print statement outputs, in the same log file. Both the logs and print…
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The most PyTorch way to extract output from any intermediate layer in a pre-trained model

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Changing the Python version on Google Colab

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Train FasterRCNN faster with 16-bit precision in Detectron2

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Guide to fine-tuning a Pre-trained model for Object Detection tasks with Faster RCNN using…

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The Art of Loading Custom Objects and Functions in Keras

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Weighted Categorical Cross-Entropy Loss in Keras

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