Index

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__init__() (Adam method) (AutoEncoder method) (Conv1d method) (DecisionTree method) (Dropout method) (IrisDataset method) (IrisDecisionTree method) (Linear method) (MNISTAutoEncoder_128_32 method) (MNISTDataset method) (RNN method) (Sequential method) (SGD method)

A

Adam (built-in class) arange() built-in function

as_strided() built-in function AutoEncoder (built-in class)

B

backward() (jtensors.JTensors method) BCELoss (built-in class) built-in function arange() as_strided() conv1d() conv2d() dropout() exp() from_list() log() logsumexp() matmul() max() norm() ones() random() rearrange() reshape() sigmoid() softmax() split() sqrt() squeeze() sum() tensor() to_list() transpose() uniform_() unsqueeze() xavier() zeros() zeros_like()

C

clone() (jtensors.JTensors method) Conv1d (built-in class) conv1d() built-in function

Conv2d (built-in class) conv2d() built-in function

D

data (IrisDataset attribute) (MNISTDataset attribute) DecisionTree (built-in class) detach() (jtensors.JTensors method)

Dropout (built-in class) dropout() built-in function dtype (jtensors.JTensors attribute)

E

eval() (Module method)

exp() built-in function

F

fit() (DecisionTree method)

from_list() built-in function

G

grad (jtensors.JTensors attribute)

I

IrisDataset (built-in class)

IrisDecisionTree (built-in class) itemsize (jtensors.JTensors attribute)

J

JTensors (class in jtensors)

L

Linear (built-in class) load() (DecisionTree method) (Module method)

log() built-in function logsumexp() built-in function

M

matmul() built-in function max() built-in function

max() (jtensors.JTensors method) MNISTAutoEncoder_128_32 (built-in class) MNISTDataset (built-in class) Module (built-in class) MSELoss (built-in class)

N

ndims (jtensors.JTensors attribute) norm() built-in function

norm() (jtensors.JTensors method) numpy() (jtensors.JTensors method)

O

ones() built-in function

Optimizer (built-in class)

P

parameters() (Module method)

predict() (DecisionTree method) (IrisDecisionTree method)

R

random() built-in function rearrange() built-in function rearrange() (jtensors.JTensors method)

ReLU (built-in class) require_grads (jtensors.JTensors attribute) reshape() built-in function reshape() (jtensors.JTensors method) RNN (built-in class)

S

save() (DecisionTree method) (Module method) Sequential (built-in class) SGD (built-in class) shape (jtensors.JTensors attribute) shuffle() (jtensors.JTensors method) Sigmoid (built-in class) sigmoid() built-in function size (jtensors.JTensors attribute) Softmax (built-in class) softmax() built-in function

split() built-in function sqrt() built-in function squeeze() built-in function squeeze() (jtensors.JTensors method) step() (Optimizer method) stride (jtensors.JTensors attribute) sum() built-in function sum() (jtensors.JTensors method)

T

T (jtensors.JTensors attribute) Tanh (built-in class) tensor() built-in function test_data() (MNISTDataset method) to_list() built-in function

train() (Module method) train_data() (MNISTDataset method) transpose() built-in function transpose() (jtensors.JTensors method)

U

uniform_() built-in function

unsqueeze() built-in function unsqueeze() (jtensors.JTensors method)

X

xavier() built-in function

Z

zero_grad() (Optimizer method) zeros() built-in function

zeros_like() built-in function