Index

_

__add__() (pygrad.tensor.Tensor method) __call__() (pygrad.activations.ReLU method) (pygrad.basics.AddNorm method) (pygrad.basics.Conv2D method) (pygrad.basics.Dropout method) (pygrad.basics.Flatten method) (pygrad.basics.Linear method) (pygrad.basics.Softmax method) (pygrad.losses.BCELoss method) (pygrad.losses.CCELoss method) (pygrad.module.Module method) __getitem__() (pygrad.tensor.Tensor method) __init__() (pygrad.activations.ReLU method) (pygrad.basics.AddNorm method) (pygrad.basics.Conv2D method) (pygrad.basics.Dropout method) (pygrad.basics.Flatten method) (pygrad.basics.Linear method) (pygrad.basics.Softmax method) (pygrad.losses.BCELoss method) (pygrad.losses.CCELoss method) (pygrad.module.Module method) (pygrad.optims.Adam method) (pygrad.optims.RMSProp method) (pygrad.optims.SGD method) (pygrad.optims.SGD_Momentum method) (pygrad.tensor.Tensor method)

__matmul__() (pygrad.tensor.Tensor method) __mul__() (pygrad.tensor.Tensor method) __neg__() (pygrad.tensor.Tensor method) __pow__() (pygrad.tensor.Tensor method) __repr__() (pygrad.activations.ReLU method) (pygrad.basics.Conv2D method) (pygrad.basics.Flatten method) (pygrad.basics.Linear method) (pygrad.basics.Softmax method) (pygrad.losses.BCELoss method) (pygrad.losses.CCELoss method) (pygrad.tensor.Tensor method) __weakref__ (pygrad.activations.ReLU attribute) (pygrad.basics.AddNorm attribute) (pygrad.basics.Conv2D attribute) (pygrad.basics.Dropout attribute) (pygrad.basics.Flatten attribute) (pygrad.basics.Linear attribute) (pygrad.basics.Softmax attribute) (pygrad.losses.BCELoss attribute) (pygrad.losses.CCELoss attribute) (pygrad.module.Module attribute) (pygrad.optims.Adam attribute) (pygrad.optims.RMSProp attribute) (pygrad.optims.SGD attribute) (pygrad.optims.SGD_Momentum attribute)

A

Adam (class in pygrad.optims) AddNorm (class in pygrad.basics) architectures module architectures.cnn module

architectures.dnn module architectures.transformer module array() (in module pygrad.tensor)

B

backward() (pygrad.tensor.Tensor method)

BCELoss (class in pygrad.losses)

C

CCELoss (class in pygrad.losses) Conv2D (class in pygrad.basics)

conv2D() (pygrad.tensor.Tensor method) create_graph() (pygrad.tensor.Tensor method)

D

Dropout (class in pygrad.basics)

E

examples module

examples.transformer module

F

Flatten (class in pygrad.basics)

forward() (pygrad.module.Module method)

L

Linear (class in pygrad.basics)

log() (pygrad.tensor.Tensor method)

M

mask_idcs() (pygrad.tensor.Tensor method) mean() (pygrad.tensor.Tensor method) model_reset() (pygrad.module.Module method) module architectures architectures.cnn architectures.dnn architectures.transformer examples examples.transformer pygrad pygrad.activations, [1] pygrad.basics, [1] pygrad.constants pygrad.losses, [1] pygrad.module, [1] pygrad.numba_ops pygrad.optims, [1] pygrad.tensor, [1]

Module (class in pygrad.module)

N

new_value() (pygrad.tensor.Tensor method)

P

pygrad module pygrad.activations module, [1] pygrad.basics module, [1] pygrad.constants module pygrad.losses module, [1]

pygrad.module module, [1] pygrad.numba_ops module pygrad.optims module, [1] pygrad.tensor module, [1]

R

ReLU (class in pygrad.activations) relu() (pygrad.tensor.Tensor method)

reset_grad() (pygrad.tensor.Tensor method) reshape() (pygrad.tensor.Tensor method) RMSProp (class in pygrad.optims)

S

SGD (class in pygrad.optims) SGD_Momentum (class in pygrad.optims) sigmoid() (pygrad.tensor.Tensor method) Softmax (class in pygrad.basics) softmax() (pygrad.tensor.Tensor method) softmax_log() (pygrad.tensor.Tensor method) std() (pygrad.tensor.Tensor method) step() (pygrad.optims.Adam method) (pygrad.optims.RMSProp method) (pygrad.optims.SGD method) (pygrad.optims.SGD_Momentum method)

step_single() (pygrad.optims.Adam method) (pygrad.optims.RMSProp method) (pygrad.optims.SGD method) (pygrad.optims.SGD_Momentum method) sum() (pygrad.tensor.Tensor method)

T

T (pygrad.tensor.Tensor property) tanh() (pygrad.tensor.Tensor method)

Tensor (class in pygrad.tensor) transpose() (pygrad.tensor.Tensor method)

Z

zero_adam() (pygrad.optims.Adam method)

zero_grad() (pygrad.optims.Adam method) (pygrad.optims.SGD method)