3. API Reference

This section provides detailed documentation for all ClumsyGrad modules and functions.

3.1. API Reference

API Documentation:

• 3.1.1. clumsygrad.tensor
  • TensorType
  • Tensor
  • TensorUtils
• 3.1.2. clumsygrad.random
  • rand()
  • randn()
• 3.1.3. clumsygrad.math
  • sum()
  • mean()
  • abs()
  • sqrt()
  • exp()
  • log()
  • sin()
  • cos()
  • tan()
• 3.1.4. clumsygrad.activation
  • tanh()
  • relu()
  • sigmoid()
  • softmax()
• 3.1.5. clumsygrad.loss
  • mse_loss()
  • mae_loss()
• 3.1.6. clumsygrad.optimizer
  • Optimizer
  • SGD
  • Adam
• 3.1.7. clumsygrad.grad
  • GradientTuple
  • transpose_backward()
  • add_backward()
  • add_scalar_backward()
  • sub_backward()
  • sub_scalar_backward()
  • mul_backward()
  • mul_scalar_backward()
  • matmul_backward()
  • power_backward()
  • negate_backward()
  • abs_backward()
  • reshape_backward()
  • sum_backward()
  • mean_backward()
  • exp_backward()
  • log_backward()
  • sqrt_backward()
  • sin_backward()
  • cos_backward()
  • tan_backward()
  • relu_backward()
  • sigmoid_backward()
  • tanh_backward()
  • softmax_backward()
  • mse_backward()
  • mae_backward()
  • add_broadcast_backward()
  • sub_broadcast_backward()
  • mul_broadcast_backward()