pyboost-trick 0.1.0

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🚀 pyboost-trick

pyboost-trick is a beginner-friendly, educational Python library containing clean, simple, and practical examples across:

• 🧱 Python Basics
• 🧮 Data Structures & Algorithms (DSA)
• 🤖 Machine Learning (ML)
• 🧠 Simple Deep Learning (DL) concepts
• 📊 Quick Plotting Helpers
• 🧰 Utility Functions
• 📂 File Handling & I/O
• ➗ Math Helpers

This package is designed for students, educators, and content creators who want easy-to-understand code, hands-on examples, and lightweight implementations of fundamental concepts.

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🌟 Features

✔ Python Basics

• String helpers (palindrome check, casing, conversions)
• List operations (flatten, unique, sliding window)
• Loop utilities (chunking, repetitions)
• Simple file I/O

✔ DSA Modules

• Arrays (binary search, two-sum)
• Stacks & Queues
• Linked List with reverse
• Trees (inorder, preorder, postorder)
• Graphs (BFS, DFS)

✔ ML Modules

• Preprocessing (scaling, train-test split)
• Toy models (Linear Regression, KNN Classifier)
• ML Metrics (Accuracy, Precision/Recall/F1)

✔ DL Modules

• Tiny Dense Layer implementation
• Activation functions (ReLU, Sigmoid)

✔ Plotting

• Quick line & bar plotting using Matplotlib

✔ Utils

• Decorators (memoize, retry, timeit)
• Debug helpers
• Timing tools

✔ I/O

• Simple JSON & CSV readers/writers

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📦 Installation

Using pip:

pip install pyboost-trick