Riemann
入门指南
简介
张量
张量基础
爱因斯坦求和约定 (einsum)
自动微分
自动求导基础
神经网络
如何搭建神经网络
Module 类与容器
激活函数
损失函数
初始化模块
基础网络层
模块钩子管理
卷积网络
Transformer
KAN网络
优化
优化器
学习率调度器
计算机视觉
计算机视觉
线性代数
线性代数
API 参考
API 参考
社区与贡献
贡献指南
许可证
Riemann
索引
索引
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A
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B
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C
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D
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F
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G
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H
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I
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L
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M
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N
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P
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R
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S
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T
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U
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Z
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__add__()
__and__()
__call__() (riemann.vision.transforms.riemann.vision.transforms.Transform 方法)
__enter__() (riemann.cuda.riemann.cuda.Device 方法)
__eq__()
__eq__() (riemann.cuda.riemann.cuda.Device 方法)
__exit__() (riemann.cuda.riemann.cuda.Device 方法)
__ge__()
__getitem__() (riemann.autograd.riemann.utils.Dataset 方法)
__getitem__() (riemann.autograd.riemann.utils.TensorDataset 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.CIFAR10 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.DatasetFolder 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.EasyMNIST 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.FashionMNIST 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.Flowers102 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.ImageFolder 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.LFWPeople 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.MNIST 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.OxfordIIITPet 方法)
__getitem__() (riemann.vision.riemann.vision.datasets.SVHN 方法)
__gt__()
__iadd__()
__imul__()
__init__() (riemann.autograd.riemann.nn.Module 方法)
__invert__()
__ipow__()
__isub__()
__iter__() (riemann.autograd.riemann.utils.DataLoader 方法)
__itruediv__()
__le__()
__len__() (riemann.autograd.riemann.utils.DataLoader 方法)
__len__() (riemann.autograd.riemann.utils.Dataset 方法)
__len__() (riemann.autograd.riemann.utils.TensorDataset 方法)
__len__() (riemann.vision.riemann.vision.datasets.CIFAR10 方法)
__len__() (riemann.vision.riemann.vision.datasets.DatasetFolder 方法)
__len__() (riemann.vision.riemann.vision.datasets.EasyMNIST 方法)
__len__() (riemann.vision.riemann.vision.datasets.FashionMNIST 方法)
__len__() (riemann.vision.riemann.vision.datasets.Flowers102 方法)
__len__() (riemann.vision.riemann.vision.datasets.ImageFolder 方法)
__len__() (riemann.vision.riemann.vision.datasets.LFWPeople 方法)
__len__() (riemann.vision.riemann.vision.datasets.MNIST 方法)
__len__() (riemann.vision.riemann.vision.datasets.OxfordIIITPet 方法)
__len__() (riemann.vision.riemann.vision.datasets.SVHN 方法)
__lshift__()
__lt__()
__matmul__()
__mul__()
__ne__()
__neg__()
__or__()
__pos__()
__pow__()
__radd__()
__repr__() (riemann.cuda.riemann.cuda.Device 方法)
__rmatmul__()
__rmul__()
__rpow__()
__rshift__()
__rsub__()
__rtruediv__()
__str__() (riemann.cuda.riemann.cuda.Device 方法)
__sub__()
__truediv__()
__xor__()
A
add_() (riemann.TN 方法)
add_param_group() (riemann.vision.transforms.riemann.optim.Optimizer 方法)
addat_() (riemann.TN 方法)
B
bool() (riemann.TN 方法)
bool_()(在 riemann.dtype 模块中)
built-in function
riemann.abs()
riemann.acos()
riemann.allclose()
riemann.arange()
riemann.arccosh()
riemann.arcsinh()
riemann.arctanh()
riemann.argmax()
riemann.argmin()
riemann.argsort()
riemann.asin()
riemann.atan()
riemann.batch_diag()
riemann.broadcast_tensors()
riemann.broadcast_to()
riemann.cat()
riemann.ceil()
riemann.clamp()
riemann.clone()
riemann.concatenate()
riemann.contiguous()
riemann.cos()
riemann.cosh()
riemann.cot()
riemann.coth()
riemann.cross()
riemann.csc()
riemann.csch()
riemann.cumsum()
riemann.detach()
riemann.diag()
riemann.diagonal()
riemann.dot()
riemann.dsplit()
riemann.dstack()
riemann.einsum()
riemann.empty()
riemann.empty_like()
riemann.equal()
riemann.exp()
riemann.exp2()
riemann.eye()
riemann.fill_diagonal()
riemann.fill_diagonal_()
riemann.flip()
riemann.floor()
riemann.from_numpy()
riemann.full()
riemann.full_like()
riemann.gather()
riemann.hsplit()
riemann.hstack()
riemann.is_contiguous()
riemann.isinf()
riemann.isnan()
riemann.isreal()
riemann.item()
riemann.kron()
riemann.linspace()
riemann.log()
riemann.log10()
riemann.log1p()
riemann.log2()
riemann.manual_seed()
riemann.masked_fill()
riemann.masked_fill_()
riemann.matmul()
riemann.max()
riemann.maximum()
riemann.mean()
riemann.min()
riemann.minimum()
riemann.nonzero()
riemann.norm()
riemann.normal()
riemann.not_equal()
riemann.ones()
riemann.ones_like()
riemann.outer()
riemann.pow()
riemann.prod()
riemann.rand()
riemann.randint()
riemann.randn()
riemann.randperm()
riemann.repeat()
riemann.reshape()
riemann.round()
riemann.scatter()
riemann.sec()
riemann.sech()
riemann.sign()
riemann.sin()
riemann.sinh()
riemann.sort()
riemann.split()
riemann.sqrt()
riemann.square()
riemann.squeeze()
riemann.stack()
riemann.std()
riemann.sum()
riemann.tan()
riemann.tanh()
riemann.tensor()
riemann.tensor_split()
riemann.trace()
riemann.transpose()
riemann.tril()
riemann.triu()
riemann.trunc()
riemann.unique()
riemann.unsqueeze()
riemann.var()
riemann.vsplit()
riemann.vstack()
riemann.where()
riemann.zeros()
riemann.zeros_like()
C
clamp_() (riemann.TN 方法)
class_to_idx(riemann.vision.riemann.vision.datasets.DatasetFolder 属性)
class_to_idx(riemann.vision.riemann.vision.datasets.ImageFolder 属性)
classes(riemann.vision.riemann.vision.datasets.DatasetFolder 属性)
classes(riemann.vision.riemann.vision.datasets.FashionMNIST 属性)
classes(riemann.vision.riemann.vision.datasets.ImageFolder 属性)
classes(riemann.vision.riemann.vision.datasets.LFWPeople 属性)
complex128()(在 riemann.dtype 模块中)
complex64()(在 riemann.dtype 模块中)
complex_()(在 riemann.dtype 模块中)
conj() (riemann.TN 方法)
copy() (riemann.TN 方法)
copy_() (riemann.TN 方法)
D
detach_() (riemann.TN 方法)
device() (riemann.TN 方法)
div_() (riemann.TN 方法)
divat_() (riemann.TN 方法)
double() (riemann.TN 方法)
double()(在 riemann.dtype 模块中)
dtype() (riemann.TN 方法)
F
fill_() (riemann.TN 方法)
float() (riemann.TN 方法)
float16()(在 riemann.dtype 模块中)
float32()(在 riemann.dtype 模块中)
float64()(在 riemann.dtype 模块中)
float_()(在 riemann.dtype 模块中)
forward() (riemann.autograd.riemann.nn.Module 方法)
G
gather() (riemann.TN 方法)
get_last_lr() (riemann.vision.transforms.riemann.optim.lr_scheduler.LRScheduler 方法)
get_lr() (riemann.vision.transforms.riemann.optim.lr_scheduler.LRScheduler 方法)
H
half()(在 riemann.dtype 模块中)
I
imag() (riemann.TN 方法)
int16()(在 riemann.dtype 模块中)
int32()(在 riemann.dtype 模块中)
int64()(在 riemann.dtype 模块中)
int8()(在 riemann.dtype 模块中)
int_()(在 riemann.dtype 模块中)
is_complex() (riemann.TN 方法)
is_contiguous() (riemann.TN 方法)
is_cpu() (riemann.TN 方法)
is_cuda() (riemann.TN 方法)
is_floating_point() (riemann.TN 方法)
is_leaf() (riemann.TN 方法)
isinf() (riemann.TN 方法)
isnan() (riemann.TN 方法)
isreal() (riemann.TN 方法)
L
load_state_dict() (riemann.vision.transforms.riemann.optim.lr_scheduler.LRScheduler 方法)
load_state_dict() (riemann.vision.transforms.riemann.optim.Optimizer 方法)
long()(在 riemann.dtype 模块中)
M
module
riemann.autograd
riemann.cuda
riemann.dtype
riemann.gradmode
riemann.serialization
riemann.vision
riemann.vision.transforms
mT(riemann.TN 属性)
mul_() (riemann.TN 方法)
mulat_() (riemann.TN 方法)
N
ndim() (riemann.TN 方法)
numel() (riemann.TN 方法)
numpy() (riemann.TN 方法)
P
parameters() (riemann.autograd.riemann.nn.Module 方法)
pow_() (riemann.TN 方法)
powat_() (riemann.TN 方法)
R
real() (riemann.TN 方法)
requires_grad_() (riemann.TN 方法)
riemann.abs()
built-in function
riemann.acos()
built-in function
riemann.allclose()
built-in function
riemann.arange()
built-in function
riemann.arccosh()
built-in function
riemann.arcsinh()
built-in function
riemann.arctanh()
built-in function
riemann.argmax()
built-in function
riemann.argmin()
built-in function
riemann.argsort()
built-in function
riemann.asin()
built-in function
riemann.atan()
built-in function
riemann.autograd
module
riemann.autograd.backward()(在 riemann.autograd 模块中)
riemann.autograd.functional.derivative()(在 riemann.autograd 模块中)
riemann.autograd.functional.hessian()(在 riemann.autograd 模块中)
riemann.autograd.functional.hvp()(在 riemann.autograd 模块中)
riemann.autograd.functional.jacobian()(在 riemann.autograd 模块中)
riemann.autograd.functional.jvp()(在 riemann.autograd 模块中)
riemann.autograd.functional.vhp()(在 riemann.autograd 模块中)
riemann.autograd.functional.vjp()(在 riemann.autograd 模块中)
riemann.autograd.Function(riemann.autograd 中的类)
riemann.autograd.grad()(在 riemann.autograd 模块中)
riemann.autograd.gradcheck()(在 riemann.autograd 模块中)
riemann.autograd.higher_order_grad()(在 riemann.autograd 模块中)
riemann.batch_diag()
built-in function
riemann.broadcast_tensors()
built-in function
riemann.broadcast_to()
built-in function
riemann.cat()
built-in function
riemann.ceil()
built-in function
riemann.clamp()
built-in function
riemann.clone()
built-in function
riemann.concatenate()
built-in function
riemann.contiguous()
built-in function
riemann.cos()
built-in function
riemann.cosh()
built-in function
riemann.cot()
built-in function
riemann.coth()
built-in function
riemann.cross()
built-in function
riemann.csc()
built-in function
riemann.csch()
built-in function
riemann.cuda
module
riemann.cuda.current_device()(在 riemann.cuda 模块中)
riemann.cuda.device_count()(在 riemann.cuda 模块中)
riemann.cuda.Device(riemann.cuda 中的类)
riemann.cuda.empty_cache()(在 riemann.cuda 模块中)
riemann.cuda.get_device_name()(在 riemann.cuda 模块中)
riemann.cuda.is_available()(在 riemann.cuda 模块中)
riemann.cuda.is_in_cuda_context()(在 riemann.cuda 模块中)
riemann.cuda.set_device()(在 riemann.cuda 模块中)
riemann.cuda.synchronize()(在 riemann.cuda 模块中)
riemann.cumsum()
built-in function
riemann.detach()
built-in function
riemann.diag()
built-in function
riemann.diagonal()
built-in function
riemann.dot()
built-in function
riemann.dsplit()
built-in function
riemann.dstack()
built-in function
riemann.dtype
module
riemann.einsum()
built-in function
riemann.empty()
built-in function
riemann.empty_like()
built-in function
riemann.enable_grad()(在 riemann.autograd 模块中)
riemann.enable_grad()(在 riemann.gradmode 模块中)
riemann.equal()
built-in function
riemann.exp()
built-in function
riemann.exp2()
built-in function
riemann.eye()
built-in function
riemann.fill_diagonal()
built-in function
riemann.fill_diagonal_()
built-in function
riemann.flip()
built-in function
riemann.floor()
built-in function
riemann.from_numpy()
built-in function
riemann.full()
built-in function
riemann.full_like()
built-in function
riemann.gather()
built-in function
riemann.get_default_complex()(在 riemann.dtype 模块中)
riemann.get_default_device()(在 riemann.cuda 模块中)
riemann.get_default_dtype()(在 riemann.dtype 模块中)
riemann.gradmode
module
riemann.hsplit()
built-in function
riemann.hstack()
built-in function
riemann.infer_data_type()(在 riemann.dtype 模块中)
riemann.is_contiguous()
built-in function
riemann.is_float_or_complex()(在 riemann.dtype 模块中)
riemann.is_grad_enabled()(在 riemann.gradmode 模块中)
riemann.is_number()(在 riemann.dtype 模块中)
riemann.is_numeric_array()(在 riemann.dtype 模块中)
riemann.is_scalar()(在 riemann.dtype 模块中)
riemann.isinf()
built-in function
riemann.isnan()
built-in function
riemann.isreal()
built-in function
riemann.item()
built-in function
riemann.kron()
built-in function
riemann.linalg.cholesky()(在 riemann.autograd 模块中)
riemann.linalg.cond()(在 riemann.autograd 模块中)
riemann.linalg.cross()(在 riemann.autograd 模块中)
riemann.linalg.det()(在 riemann.autograd 模块中)
riemann.linalg.eig()(在 riemann.autograd 模块中)
riemann.linalg.eigh()(在 riemann.autograd 模块中)
riemann.linalg.inv()(在 riemann.autograd 模块中)
riemann.linalg.lstsq()(在 riemann.autograd 模块中)
riemann.linalg.lu()(在 riemann.autograd 模块中)
riemann.linalg.matmul()(在 riemann.autograd 模块中)
riemann.linalg.matrix_norm()(在 riemann.autograd 模块中)
riemann.linalg.norm()(在 riemann.autograd 模块中)
riemann.linalg.pinv()(在 riemann.autograd 模块中)
riemann.linalg.qr()(在 riemann.autograd 模块中)
riemann.linalg.skew()(在 riemann.autograd 模块中)
riemann.linalg.solve()(在 riemann.autograd 模块中)
riemann.linalg.svd()(在 riemann.autograd 模块中)
riemann.linalg.svdvals()(在 riemann.autograd 模块中)
riemann.linalg.vector_norm()(在 riemann.autograd 模块中)
riemann.linspace()
built-in function
riemann.load()(在 riemann.serialization 模块中)
riemann.log()
built-in function
riemann.log10()
built-in function
riemann.log1p()
built-in function
riemann.log2()
built-in function
riemann.manual_seed()
built-in function
riemann.masked_fill()
built-in function
riemann.masked_fill_()
built-in function
riemann.matmul()
built-in function
riemann.max()
built-in function
riemann.maximum()
built-in function
riemann.mean()
built-in function
riemann.memory_allocated()(在 riemann.cuda 模块中)
riemann.min()
built-in function
riemann.minimum()
built-in function
riemann.nn.AdaptiveAvgPool1d(riemann.autograd 中的类)
riemann.nn.AdaptiveAvgPool2d(riemann.autograd 中的类)
riemann.nn.AdaptiveAvgPool3d(riemann.autograd 中的类)
riemann.nn.AdaptiveMaxPool1d(riemann.autograd 中的类)
riemann.nn.AdaptiveMaxPool2d(riemann.autograd 中的类)
riemann.nn.AdaptiveMaxPool3d(riemann.autograd 中的类)
riemann.nn.AvgPool1d(riemann.autograd 中的类)
riemann.nn.AvgPool2d(riemann.autograd 中的类)
riemann.nn.AvgPool3d(riemann.autograd 中的类)
riemann.nn.BatchNorm1d(riemann.autograd 中的类)
riemann.nn.BatchNorm2d(riemann.autograd 中的类)
riemann.nn.BatchNorm3d(riemann.autograd 中的类)
riemann.nn.BCELoss(riemann.autograd 中的类)
riemann.nn.BCEWithLogitsLoss(riemann.autograd 中的类)
riemann.nn.Conv1d(riemann.autograd 中的类)
riemann.nn.Conv2d(riemann.autograd 中的类)
riemann.nn.Conv3d(riemann.autograd 中的类)
riemann.nn.CrossEntropyLoss(riemann.autograd 中的类)
riemann.nn.Dropout2d(riemann.autograd 中的类)
riemann.nn.Dropout3d(riemann.autograd 中的类)
riemann.nn.Dropout(riemann.autograd 中的类)
riemann.nn.Embedding(riemann.autograd 中的类)
riemann.nn.Flatten(riemann.autograd 中的类)
riemann.nn.functional.avg_pool1d()(在 riemann.autograd 模块中)
riemann.nn.functional.avg_pool2d()(在 riemann.autograd 模块中)
riemann.nn.functional.avg_pool3d()(在 riemann.autograd 模块中)
riemann.nn.functional.batch_norm()(在 riemann.autograd 模块中)
riemann.nn.functional.binary_cross_entropy_with_logits()(在 riemann.autograd 模块中)
riemann.nn.functional.conv1d()(在 riemann.autograd 模块中)
riemann.nn.functional.conv2d()(在 riemann.autograd 模块中)
riemann.nn.functional.conv3d()(在 riemann.autograd 模块中)
riemann.nn.functional.cross_entropy()(在 riemann.autograd 模块中)
riemann.nn.functional.dropout()(在 riemann.autograd 模块中)
riemann.nn.functional.dropout2d()(在 riemann.autograd 模块中)
riemann.nn.functional.dropout3d()(在 riemann.autograd 模块中)
riemann.nn.functional.embedding()(在 riemann.autograd 模块中)
riemann.nn.functional.fold()(在 riemann.autograd 模块中)
riemann.nn.functional.gelu()(在 riemann.autograd 模块中)
riemann.nn.functional.huber_loss()(在 riemann.autograd 模块中)
riemann.nn.functional.l1_loss()(在 riemann.autograd 模块中)
riemann.nn.functional.layer_norm()(在 riemann.autograd 模块中)
riemann.nn.functional.leaky_relu()(在 riemann.autograd 模块中)
riemann.nn.functional.linear()(在 riemann.autograd 模块中)
riemann.nn.functional.log_softmax()(在 riemann.autograd 模块中)
riemann.nn.functional.max_pool1d()(在 riemann.autograd 模块中)
riemann.nn.functional.max_pool2d()(在 riemann.autograd 模块中)
riemann.nn.functional.max_pool3d()(在 riemann.autograd 模块中)
riemann.nn.functional.mse_loss()(在 riemann.autograd 模块中)
riemann.nn.functional.nll_loss()(在 riemann.autograd 模块中)
riemann.nn.functional.one_hot()(在 riemann.autograd 模块中)
riemann.nn.functional.prelu()(在 riemann.autograd 模块中)
riemann.nn.functional.relu()(在 riemann.autograd 模块中)
riemann.nn.functional.rrelu()(在 riemann.autograd 模块中)
riemann.nn.functional.sigmoid()(在 riemann.autograd 模块中)
riemann.nn.functional.silu()(在 riemann.autograd 模块中)
riemann.nn.functional.smooth_l1_loss()(在 riemann.autograd 模块中)
riemann.nn.functional.softmax()(在 riemann.autograd 模块中)
riemann.nn.functional.softplus()(在 riemann.autograd 模块中)
riemann.nn.functional.tanh()(在 riemann.autograd 模块中)
riemann.nn.functional.unfold()(在 riemann.autograd 模块中)
riemann.nn.functional.unfold2d()(在 riemann.autograd 模块中)
riemann.nn.functional.unfold3d()(在 riemann.autograd 模块中)
riemann.nn.GELU(riemann.autograd 中的类)
riemann.nn.HuberLoss(riemann.autograd 中的类)
riemann.nn.L1Loss(riemann.autograd 中的类)
riemann.nn.LayerNorm(riemann.autograd 中的类)
riemann.nn.LeakyReLU(riemann.autograd 中的类)
riemann.nn.Linear(riemann.autograd 中的类)
riemann.nn.LogSoftmax(riemann.autograd 中的类)
riemann.nn.MaxPool1d(riemann.autograd 中的类)
riemann.nn.MaxPool2d(riemann.autograd 中的类)
riemann.nn.MaxPool3d(riemann.autograd 中的类)
riemann.nn.ModuleDict(riemann.autograd 中的类)
riemann.nn.ModuleList(riemann.autograd 中的类)
riemann.nn.Module(riemann.autograd 中的类)
riemann.nn.MSELoss(riemann.autograd 中的类)
riemann.nn.MultiheadAttention(riemann.autograd 中的类)
riemann.nn.NLLLoss(riemann.autograd 中的类)
riemann.nn.ParameterDict(riemann.autograd 中的类)
riemann.nn.ParameterList(riemann.autograd 中的类)
riemann.nn.Parameter(riemann.autograd 中的类)
riemann.nn.PReLU(riemann.autograd 中的类)
riemann.nn.ReLU(riemann.autograd 中的类)
riemann.nn.RReLU(riemann.autograd 中的类)
riemann.nn.Sequential(riemann.autograd 中的类)
riemann.nn.Sigmoid(riemann.autograd 中的类)
riemann.nn.SmoothL1Loss(riemann.autograd 中的类)
riemann.nn.Softmax(riemann.autograd 中的类)
riemann.nn.Softplus(riemann.autograd 中的类)
riemann.nn.Tanh(riemann.autograd 中的类)
riemann.nn.TransformerDecoderLayer(riemann.autograd 中的类)
riemann.nn.TransformerDecoder(riemann.autograd 中的类)
riemann.nn.TransformerEncoderLayer(riemann.autograd 中的类)
riemann.nn.TransformerEncoder(riemann.autograd 中的类)
riemann.nn.Transformer(riemann.autograd 中的类)
riemann.no_grad()(在 riemann.autograd 模块中)
riemann.no_grad()(在 riemann.gradmode 模块中)
riemann.nonzero()
built-in function
riemann.norm()
built-in function
riemann.normal()
built-in function
riemann.not_equal()
built-in function
riemann.ones()
built-in function
riemann.ones_like()
built-in function
riemann.optim.Adagrad(riemann.vision.transforms 中的类)
riemann.optim.AdamW(riemann.vision.transforms 中的类)
riemann.optim.Adam(riemann.vision.transforms 中的类)
riemann.optim.GD(riemann.vision.transforms 中的类)
riemann.optim.LBFGS(riemann.vision.transforms 中的类)
riemann.optim.lr_scheduler.CosineAnnealingLR(riemann.vision.transforms 中的类)
riemann.optim.lr_scheduler.ExponentialLR(riemann.vision.transforms 中的类)
riemann.optim.lr_scheduler.LRScheduler(riemann.vision.transforms 中的类)
riemann.optim.lr_scheduler.MultiStepLR(riemann.vision.transforms 中的类)
riemann.optim.lr_scheduler.ReduceLROnPlateau(riemann.vision.transforms 中的类)
riemann.optim.lr_scheduler.StepLR(riemann.vision.transforms 中的类)
riemann.optim.Optimizer(riemann.vision.transforms 中的类)
riemann.optim.RMSprop(riemann.vision.transforms 中的类)
riemann.optim.SGD(riemann.vision.transforms 中的类)
riemann.outer()
built-in function
riemann.pow()
built-in function
riemann.prod()
built-in function
riemann.rand()
built-in function
riemann.randint()
built-in function
riemann.randn()
built-in function
riemann.randperm()
built-in function
riemann.repeat()
built-in function
riemann.reshape()
built-in function
riemann.round()
built-in function
riemann.save()(在 riemann.serialization 模块中)
riemann.scatter()
built-in function
riemann.sec()
built-in function
riemann.sech()
built-in function
riemann.serialization
module
riemann.set_default_device()(在 riemann.cuda 模块中)
riemann.set_default_dtype()(在 riemann.dtype 模块中)
riemann.set_grad_enabled()(在 riemann.autograd 模块中)
riemann.set_grad_enabled()(在 riemann.gradmode 模块中)
riemann.sign()
built-in function
riemann.sin()
built-in function
riemann.sinh()
built-in function
riemann.sort()
built-in function
riemann.split()
built-in function
riemann.sqrt()
built-in function
riemann.square()
built-in function
riemann.squeeze()
built-in function
riemann.stack()
built-in function
riemann.std()
built-in function
riemann.sum()
built-in function
riemann.tan()
built-in function
riemann.tanh()
built-in function
riemann.tensor()
built-in function
riemann.tensor_split()
built-in function
riemann.trace()
built-in function
riemann.track_grad()(在 riemann.autograd 模块中)
riemann.transpose()
built-in function
riemann.tril()
built-in function
riemann.triu()
built-in function
riemann.trunc()
built-in function
riemann.unique()
built-in function
riemann.unsqueeze()
built-in function
riemann.utils.clip_grad_norm_()(在 riemann.autograd 模块中)
riemann.utils.clip_grad_value_()(在 riemann.autograd 模块中)
riemann.utils.DataLoader(riemann.autograd 中的类)
riemann.utils.Dataset(riemann.autograd 中的类)
riemann.utils.default_collate()(在 riemann.autograd 模块中)
riemann.utils.TensorDataset(riemann.autograd 中的类)
riemann.var()
built-in function
riemann.vision
module
riemann.vision.datasets.CIFAR10(riemann.vision 中的类)
riemann.vision.datasets.DatasetFolder(riemann.vision 中的类)
riemann.vision.datasets.EasyMNIST(riemann.vision 中的类)
riemann.vision.datasets.FashionMNIST(riemann.vision 中的类)
riemann.vision.datasets.Flowers102(riemann.vision 中的类)
riemann.vision.datasets.ImageFolder(riemann.vision 中的类)
riemann.vision.datasets.LFWPeople(riemann.vision 中的类)
riemann.vision.datasets.MNIST(riemann.vision 中的类)
riemann.vision.datasets.OxfordIIITPet(riemann.vision 中的类)
riemann.vision.datasets.SVHN(riemann.vision 中的类)
riemann.vision.transforms
module
riemann.vision.transforms.AutoAugment(riemann.vision.transforms 中的类)
riemann.vision.transforms.AutoContrast(riemann.vision.transforms 中的类)
riemann.vision.transforms.Brightness(riemann.vision.transforms 中的类)
riemann.vision.transforms.CenterCrop(riemann.vision.transforms 中的类)
riemann.vision.transforms.ColorJitter(riemann.vision.transforms 中的类)
riemann.vision.transforms.Compose(riemann.vision.transforms 中的类)
riemann.vision.transforms.Contrast(riemann.vision.transforms 中的类)
riemann.vision.transforms.ConvertImageDtype(riemann.vision.transforms 中的类)
riemann.vision.transforms.Equalize(riemann.vision.transforms 中的类)
riemann.vision.transforms.FiveCrop(riemann.vision.transforms 中的类)
riemann.vision.transforms.GaussianBlur(riemann.vision.transforms 中的类)
riemann.vision.transforms.Grayscale(riemann.vision.transforms 中的类)
riemann.vision.transforms.Hue(riemann.vision.transforms 中的类)
riemann.vision.transforms.Invert(riemann.vision.transforms 中的类)
riemann.vision.transforms.Lambda(riemann.vision.transforms 中的类)
riemann.vision.transforms.Normalize(riemann.vision.transforms 中的类)
riemann.vision.transforms.Pad(riemann.vision.transforms 中的类)
riemann.vision.transforms.PILToTensor(riemann.vision.transforms 中的类)
riemann.vision.transforms.Posterize(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandAugment(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomAffine(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomCrop(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomErasing(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomGrayscale(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomHorizontalFlip(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomPerspective(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomResizedCrop(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomRotation(riemann.vision.transforms 中的类)
riemann.vision.transforms.RandomVerticalFlip(riemann.vision.transforms 中的类)
riemann.vision.transforms.Resize(riemann.vision.transforms 中的类)
riemann.vision.transforms.SanitizeBoundingBox(riemann.vision.transforms 中的类)
riemann.vision.transforms.Saturation(riemann.vision.transforms 中的类)
riemann.vision.transforms.Sharpness(riemann.vision.transforms 中的类)
riemann.vision.transforms.Solarize(riemann.vision.transforms 中的类)
riemann.vision.transforms.TenCrop(riemann.vision.transforms 中的类)
riemann.vision.transforms.ToPILImage(riemann.vision.transforms 中的类)
riemann.vision.transforms.ToTensor(riemann.vision.transforms 中的类)
riemann.vision.transforms.Transform(riemann.vision.transforms 中的类)
riemann.vision.transforms.TrivialAugmentWide(riemann.vision.transforms 中的类)
riemann.vsplit()
built-in function
riemann.vstack()
built-in function
riemann.where()
built-in function
riemann.zeros()
built-in function
riemann.zeros_like()
built-in function
S
scatter() (riemann.TN 方法)
scatter_() (riemann.TN 方法)
scatter_add() (riemann.TN 方法)
scatter_add_() (riemann.TN 方法)
setat_() (riemann.TN 方法)
shape() (riemann.TN 方法)
short()(在 riemann.dtype 模块中)
size() (riemann.TN 方法)
state_dict() (riemann.vision.transforms.riemann.optim.lr_scheduler.LRScheduler 方法)
state_dict() (riemann.vision.transforms.riemann.optim.Optimizer 方法)
step() (riemann.vision.transforms.riemann.optim.Adagrad 方法)
step() (riemann.vision.transforms.riemann.optim.Adam 方法)
step() (riemann.vision.transforms.riemann.optim.AdamW 方法)
step() (riemann.vision.transforms.riemann.optim.GD 方法)
step() (riemann.vision.transforms.riemann.optim.LBFGS 方法)
step() (riemann.vision.transforms.riemann.optim.lr_scheduler.LRScheduler 方法)
step() (riemann.vision.transforms.riemann.optim.lr_scheduler.ReduceLROnPlateau 方法)
step() (riemann.vision.transforms.riemann.optim.Optimizer 方法)
step() (riemann.vision.transforms.riemann.optim.RMSprop 方法)
step() (riemann.vision.transforms.riemann.optim.SGD 方法)
sub_() (riemann.TN 方法)
subat_() (riemann.TN 方法)
T
to() (riemann.TN 方法)
tolist() (riemann.TN 方法)
type() (riemann.TN 方法)
type_as() (riemann.TN 方法)
U
uint16()(在 riemann.dtype 模块中)
uint32()(在 riemann.dtype 模块中)
uint64()(在 riemann.dtype 模块中)
uint8()(在 riemann.dtype 模块中)
Z
zero_() (riemann.TN 方法)
zero_grad() (riemann.vision.transforms.riemann.optim.Optimizer 方法)