Module ops 

Tensor Operations - Mathematical and Structural Operations

This module re-exports all tensor operations for convenient access. Operations are organized into submodules by category.

Categories

• Arithmetic: +, -, *, /, power
• Comparison: ==, <, >, <=, >=
• Reduction: sum, mean, max, min
• Matrix: matmul, transpose, inverse
• Activation: relu, sigmoid, tanh, softmax

@version 0.1.0 @author AutomataNexus Development Team

Functions

clamp

Clamps all elements to the range [min, max].

clamp_max

Clamps all elements to be at most max.

clamp_min

Clamps all elements to be at least min.

elu

Applies ELU (Exponential Linear Unit) activation.

eq

Element-wise equality comparison.

gelu

Applies GELU (Gaussian Error Linear Unit) activation.

gt

Element-wise greater-than comparison.

leaky_relu

Applies Leaky ReLU activation.

log_softmax

Applies log-softmax along the specified dimension.

lt

Element-wise less-than comparison.

silu

Applies SiLU (Sigmoid Linear Unit) / Swish activation.

softmax

Applies softmax along the specified dimension.

where_cond

Selects elements from x or y based on condition.