pylib-searchalgo 0.1.0

Search & sort algorithms with performance metrics. Essential for AI and ML applications. Perfect for AI agents and LLM applications.

pysearchalgo

Search & sort algorithms

Installation

pip install pysearchalgo

💡 Usage Examples

Basic Operations

from pylib_searchalgo import binary_search, linear_search, quick_sort, merge_sort

# Binary search in sorted array
arr = [1, 3, 5, 7, 9]
index = binary_search(arr, 5)
# 2

# Linear search
index = linear_search([1, 2, 3, 4, 5], 3)
# 2

# Quick sort
sorted_arr = quick_sort([3, 1, 4, 1, 5])
# [1, 1, 3, 4, 5]

# Merge sort
sorted_arr = merge_sort([3, 1, 4, 1, 5])
# [1, 1, 3, 4, 5]

AI/ML Use Cases

from pylib_searchalgo import binary_search, linear_search, quick_sort, merge_sort

# Search sorted feature vectors
features = sorted([0.1, 0.5, 0.9, 0.3])
target_index = binary_search(features, 0.5)

# Sort training data
sorted_data = quick_sort(training_data, key=lambda x: x['score'])

📚 API Reference

See package documentation for complete API reference.

🤖 AI Agent Friendly

This package is optimized for AI agents and code generation tools:

• Clear function names and signatures
• Comprehensive docstrings with examples
• Type hints for better IDE support
• Common use cases documented
• Zero dependencies for reliability

License

MIT