Creating and Distributing Python Packages
Python allows developers to create and distribute reusable packages via PyPI (Python Package Index). This guide will walk through creating, packaging, and publishing a Python package. 1. Why Create a….
Tag: Python
Working with Pip and PyPI
Python’s Pip (Package Installer for Python) is a command-line tool used to install, upgrade, and manage Python packages from the Python Package Index (PyPI). PyPI is the official repository that….
Virtual Environments in Python
A virtual environment in Python is an isolated workspace that allows you to manage dependencies for a specific project without affecting system-wide or other project dependencies. It ensures that each….
Creating Custom Modules in Python
A module in Python is a file containing functions, classes, and variables that can be used in other Python programs. Creating custom modules helps in code reuse, organization, and maintainability…..
Importing and Using Modules
Modules in Python allow you to organize code into separate files, making it reusable and maintainable. A module is simply a Python file (.py) that contains functions, classes, and variables….
Gradient Boosting (XGBoost, LightGBM, CatBoost)
Gradient Boosting (XGBoost, LightGBM, CatBoost) in Machine Learning 1. Introduction to Gradient Boosting Gradient Boosting is a powerful ensemble learning technique used in machine learning for classification and regression tasks…..
k-Nearest Neighbors (k-NN)
k-Nearest Neighbors (k-NN) Algorithm in Machine Learning 1. Introduction to k-Nearest Neighbors (k-NN) k-Nearest Neighbors (k-NN) is a supervised learning algorithm used for classification and regression tasks. It is a….
Working with Config Files in Python
Configuration files are used to store settings, preferences, and credentials for applications. Python provides multiple ways to read and write config files, making it easy to manage application settings. 1…..
Support Vector Machines (SVM)
Support Vector Machines (SVM) in Machine Learning 1. Introduction to Support Vector Machines (SVM) Support Vector Machine (SVM) is a supervised learning algorithm used for classification and regression problems. SVM….
Pathlib for File Handling in Python
The pathlib module in Python provides an object-oriented approach to working with file system paths. It is a modern alternative to the os and shutil modules and simplifies file and….