alumath-peergroup-6 1.0.0

A Python library for matrix multiplication with support for different dimensions

alumath_peergroup_6

A comprehensive Python library for matrix multiplication with support for different dimensions and broadcasting.

Features

• Standard Matrix Multiplication: Classic A × B multiplication
• Element-wise Multiplication: Hadamard product for same-dimension matrices
• Broadcasting Support: Intelligent dimension handling for compatible matrices
• Comprehensive Error Handling: Clear error messages for invalid operations
• Pure Python: No external dependencies required
• Type Hints: Full type annotation support
• Extensive Documentation: Complete API documentation and examples

Installation

```bash pip install alumath_peergroup_6 ```

Quick Start

from alumath_peergroup_6 import Matrix, multiply

# Create matrices
matrix_a = Matrix([[1, 2], [3, 4]])
matrix_b = Matrix([[5, 6], [7, 8]])

# Standard matrix multiplication
result = multiply(matrix_a, matrix_b, method="standard")
print(result)

# Element-wise multiplication
result = multiply(matrix_a, matrix_b, method="hadamard")
print(result)

# Broadcasting multiplication
scalar = Matrix([[2]])
result = multiply(matrix_a, scalar, method="broadcast")
print(result)