borch
latest
Project Information
Borch
Contribution Guide
Tutorials
Package Reference
Borch
Neural Network
Infer
Posterior
Metrics
utils.func_tools module
utils.inference_conversion
utils.init
utils.module_utils
utils.namespace_tools
utils.numpy_utils
utils.state_dict
utils.torch_utils
utils.random_variable_utils
borch
»
Index
Edit on GitLab
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
X
|
Y
|
Z
A
abs() (borch.Graph method)
abs_() (borch.Graph method)
absolute() (borch.Graph method)
absolute_() (borch.Graph method)
accuracy() (in module borch.metrics)
acos() (borch.Graph method)
acos_() (borch.Graph method)
acosh() (borch.Graph method)
acosh_() (borch.Graph method)
AdaptiveAvgPool1d (class in borch.nn)
AdaptiveAvgPool2d (class in borch.nn)
AdaptiveAvgPool3d (class in borch.nn)
AdaptiveLogSoftmaxWithLoss (class in borch.nn)
AdaptiveMaxPool1d (class in borch.nn)
AdaptiveMaxPool2d (class in borch.nn)
AdaptiveMaxPool3d (class in borch.nn)
add() (borch.Graph method)
add_() (borch.Graph method)
add_state_dict_to_state() (in module borch.utils.state_dict)
addbmm() (borch.Graph method)
addbmm_() (borch.Graph method)
addcdiv() (borch.Graph method)
addcdiv_() (borch.Graph method)
addcmul() (borch.Graph method)
addcmul_() (borch.Graph method)
addmm() (borch.Graph method)
addmm_() (borch.Graph method)
addmv() (borch.Graph method)
addmv_() (borch.Graph method)
addr() (borch.Graph method)
addr_() (borch.Graph method)
align_as() (borch.Graph method)
align_to() (borch.Graph method)
all() (borch.Graph method)
all_metrics() (in module borch.metrics)
allclose() (borch.Graph method)
AlphaDropout (class in borch.nn)
amax() (borch.Graph method)
amin() (borch.Graph method)
aminmax() (borch.Graph method)
analytical_kl_divergence_loss() (in module borch.infer)
angle() (borch.Graph method)
any() (borch.Graph method)
append() (borch.nn.ModuleList method)
(borch.nn.ParameterList method)
apply_() (borch.Graph method)
arccos() (borch.Graph method)
arccos_() (borch.Graph method)
arccosh() (borch.Graph method)
arccosh_() (borch.Graph method)
arcsin() (borch.Graph method)
arcsin_() (borch.Graph method)
arcsinh() (borch.Graph method)
arcsinh_() (borch.Graph method)
arctan() (borch.Graph method)
arctan_() (borch.Graph method)
arctanh() (borch.Graph method)
arctanh_() (borch.Graph method)
argmax() (borch.Graph method)
argmin() (borch.Graph method)
args_to_kwargs() (in module borch.utils.func_tools)
argsort() (borch.Graph method)
as_strided() (borch.Graph method)
as_subclass() (borch.Graph method)
as_tensor() (in module borch)
(in module borch.distributions)
asin() (borch.Graph method)
asin_() (borch.Graph method)
asinh() (borch.Graph method)
asinh_() (borch.Graph method)
AsPrior (class in borch.posterior)
assign_docs() (in module borch.utils.func_tools)
atan() (borch.Graph method)
atan2() (borch.Graph method)
atan2_() (borch.Graph method)
atan_() (borch.Graph method)
atanh() (borch.Graph method)
atanh_() (borch.Graph method)
augmented() (borch.utils.namespace_tools.AugmentedClassMap property)
AugmentedClassMap (class in borch.utils.namespace_tools)
Automatic (class in borch.posterior)
AvgPool1d (class in borch.nn)
AvgPool2d (class in borch.nn)
AvgPool3d (class in borch.nn)
B
backward() (borch.Graph method)
baddbmm() (borch.Graph method)
baddbmm_() (borch.Graph method)
BatchNorm1d (class in borch.nn)
BatchNorm2d (class in borch.nn)
BatchNorm3d (class in borch.nn)
BCELoss (class in borch.nn)
BCEWithLogitsLoss (class in borch.nn)
Bernoulli (class in borch.distributions)
bernoulli() (borch.Graph method)
bernoulli_() (borch.Graph method)
Beta (class in borch.distributions)
Bilinear (class in borch.nn)
bincount() (borch.Graph method)
Binomial (class in borch.distributions)
bitwise_and() (borch.Graph method)
bitwise_and_() (borch.Graph method)
bitwise_left_shift() (borch.Graph method)
bitwise_left_shift_() (borch.Graph method)
bitwise_not() (borch.Graph method)
bitwise_not_() (borch.Graph method)
bitwise_or() (borch.Graph method)
bitwise_or_() (borch.Graph method)
bitwise_right_shift() (borch.Graph method)
bitwise_right_shift_() (borch.Graph method)
bitwise_xor() (borch.Graph method)
bitwise_xor_() (borch.Graph method)
bmm() (borch.Graph method)
bool() (borch.Graph method)
borch (module)
borch.distributions (module)
borch.infer (module)
borch.metrics (module)
borch.nn (module)
borch.posterior (module)
borch.utils.func_tools (module)
borch.utils.init (module)
borch.utils.module_utils (module)
borch.utils.namespace_tools (module)
borch.utils.numpy_utils (module)
borch.utils.state_dict (module)
borch.utils.torch_utils (module)
borchify_module() (in module borch.nn)
borchify_namespace() (in module borch.nn)
borchify_network() (in module borch.nn)
broadcast_to() (borch.Graph method)
byte() (borch.Graph method)
C
calculate_gain() (in module borch.utils.init)
Categorical (class in borch.distributions)
Cauchy (class in borch.distributions)
cauchy_() (borch.Graph method)
cdf() (borch.distributions.RandomVariable method)
(borch.RandomVariable method)
cdouble() (borch.Graph method)
ceil() (borch.Graph method)
ceil_() (borch.Graph method)
CELU (class in borch.nn)
cfloat() (borch.Graph method)
ChannelShuffle (class in borch.nn)
char() (borch.Graph method)
Chi2 (class in borch.distributions)
cholesky() (borch.Graph method)
cholesky_inverse() (borch.Graph method)
cholesky_solve() (borch.Graph method)
chunk() (borch.Graph method)
clamp() (borch.Graph method)
clamp_() (borch.Graph method)
clear() (borch.nn.ModuleDict method)
(borch.nn.ParameterDict method)
clip() (borch.Graph method)
clip_() (borch.Graph method)
clone() (borch.Graph method)
cls_to_become (borch.nn.LazyBatchNorm1d attribute)
(borch.nn.LazyBatchNorm2d attribute)
(borch.nn.LazyBatchNorm3d attribute)
(borch.nn.LazyInstanceNorm1d attribute)
(borch.nn.LazyInstanceNorm2d attribute)
(borch.nn.LazyInstanceNorm3d attribute)
coalesce() (borch.Graph method)
col_indices() (borch.Graph method)
conj() (borch.Graph method)
conj_physical() (borch.Graph method)
conj_physical_() (borch.Graph method)
ConstantPad1d (class in borch.nn)
ConstantPad2d (class in borch.nn)
ConstantPad3d (class in borch.nn)
Container (class in borch.nn)
contiguous() (borch.Graph method)
Conv1d (class in borch.nn)
Conv2d (class in borch.nn)
Conv3d (class in borch.nn)
convert_sync_batchnorm() (borch.nn.SyncBatchNorm class method)
ConvTranspose1d (class in borch.nn)
ConvTranspose2d (class in borch.nn)
ConvTranspose3d (class in borch.nn)
copy_() (borch.Graph method)
copy_module_attributes() (in module borch.utils.module_utils)
copy_state_dict() (in module borch.utils.state_dict)
copysign() (borch.Graph method)
copysign_() (borch.Graph method)
corrcoef() (borch.Graph method)
cos() (borch.Graph method)
cos_() (borch.Graph method)
cosh() (borch.Graph method)
cosh_() (borch.Graph method)
CosineEmbeddingLoss (class in borch.nn)
CosineSimilarity (class in borch.nn)
count_nonzero() (borch.Graph method)
cov() (borch.Graph method)
create_augmented_classes() (in module borch.utils.namespace_tools)
create_module() (in module borch.utils.namespace_tools)
cross() (borch.Graph method)
CrossEntropyLoss (class in borch.nn)
CrossMapLRN2d (class in borch.nn)
crow_indices() (borch.Graph method)
CTCLoss (class in borch.nn)
cummax() (borch.Graph method)
cummin() (borch.Graph method)
cumprod() (borch.Graph method)
cumprod_() (borch.Graph method)
cumsum() (borch.Graph method)
cumsum_() (borch.Graph method)
D
data_ptr() (borch.Graph method)
DataParallel (class in borch.nn)
deg2rad() (borch.Graph method)
deg2rad_() (borch.Graph method)
Delta (class in borch.distributions)
dense_dim() (borch.Graph method)
dequantize() (borch.Graph method)
det() (borch.Graph method)
detach() (borch.Graph method)
detach_() (borch.Graph method)
detach_copy_tensors() (in module borch.utils.torch_utils)
detach_tensor_dict() (in module borch.utils.torch_utils)
device() (borch.Graph property)
diag() (borch.Graph method)
diag_embed() (borch.Graph method)
diagflat() (borch.Graph method)
diagonal() (borch.Graph method)
dict_values_to_tensor() (in module borch.utils.torch_utils)
diff() (borch.Graph method)
digamma() (borch.Graph method)
digamma_() (borch.Graph method)
dim() (borch.Graph method)
Dirichlet (class in borch.distributions)
disable_doctests() (in module borch.distributions)
(in module borch.utils.func_tools)
dist() (borch.Graph method)
distribution() (borch.distributions.RandomVariable property)
(borch.RandomVariable property)
distribution_cls (borch.distributions.Bernoulli attribute)
(borch.distributions.Beta attribute)
(borch.distributions.Binomial attribute)
(borch.distributions.Categorical attribute)
(borch.distributions.Cauchy attribute)
(borch.distributions.Chi2 attribute)
(borch.distributions.Delta attribute)
(borch.distributions.Dirichlet attribute)
(borch.distributions.Exponential attribute)
(borch.distributions.FisherSnedecor attribute)
(borch.distributions.Gamma attribute)
(borch.distributions.Geometric attribute)
(borch.distributions.Gumbel attribute)
(borch.distributions.HalfCauchy attribute)
(borch.distributions.HalfNormal attribute)
(borch.distributions.Kumaraswamy attribute)
(borch.distributions.Laplace attribute)
(borch.distributions.LKJCholesky attribute)
(borch.distributions.LogNormal attribute)
(borch.distributions.Multinomial attribute)
(borch.distributions.MultivariateNormal attribute)
(borch.distributions.NegativeBinomial attribute)
(borch.distributions.Normal attribute)
(borch.distributions.OneHotCategorical attribute)
(borch.distributions.Pareto attribute)
(borch.distributions.PointMass attribute)
(borch.distributions.Poisson attribute)
(borch.distributions.RelaxedBernoulli attribute)
(borch.distributions.RelaxedOneHotCategorical attribute)
(borch.distributions.StudentT attribute)
(borch.distributions.TransformedDistribution attribute)
(borch.distributions.Uniform attribute)
(borch.distributions.VonMises attribute)
(borch.distributions.Weibull attribute)
distribution_cls() (borch.distributions.RandomVariable method)
(borch.RandomVariable method)
div() (borch.Graph method)
div_() (borch.Graph method)
divide() (borch.Graph method)
divide_() (borch.Graph method)
dot() (borch.Graph method)
Dropout (class in borch.nn)
Dropout2d (class in borch.nn)
Dropout3d (class in borch.nn)
dsplit() (borch.Graph method)
dual_averaging() (in module borch.infer)
E
eig() (borch.Graph method)
elbo_loss() (in module borch.infer)
elbo_path_derivative_loss() (in module borch.infer)
element_size() (borch.Graph method)
ELU (class in borch.nn)
Embedding (class in borch.nn)
EmbeddingBag (class in borch.nn)
entropy() (borch.distributions.RandomVariable method)
(borch.RandomVariable method)
eq() (borch.Graph method)
eq_() (borch.Graph method)
equal() (borch.Graph method)
erf() (borch.Graph method)
erf_() (borch.Graph method)
erfc() (borch.Graph method)
erfc_() (borch.Graph method)
erfinv() (borch.Graph method)
erfinv_() (borch.Graph method)
exp() (borch.Graph method)
exp2() (borch.Graph method)
exp2_() (borch.Graph method)
exp_() (borch.Graph method)
expand() (borch.Graph method)
expand_as() (borch.Graph method)
expm1() (borch.Graph method)
expm1_() (borch.Graph method)
Exponential (class in borch.distributions)
exponential_() (borch.Graph method)
extend() (borch.nn.ModuleList method)
(borch.nn.ParameterList method)
extend_module() (in module borch.utils.namespace_tools)
extra_repr() (borch.nn.CELU method)
(borch.nn.ChannelShuffle method)
(borch.nn.ELU method)
(borch.nn.Flatten method)
(borch.nn.Fold method)
(borch.nn.GLU method)
(borch.nn.Hardshrink method)
(borch.nn.Hardtanh method)
(borch.nn.LeakyReLU method)
(borch.nn.LogSoftmax method)
(borch.nn.Mish method)
(borch.nn.ParameterDict method)
(borch.nn.ParameterList method)
(borch.nn.PixelShuffle method)
(borch.nn.PixelUnshuffle method)
(borch.nn.PReLU method)
(borch.nn.ReLU method)
(borch.nn.ReLU6 method)
(borch.nn.RReLU method)
(borch.nn.SELU method)
(borch.nn.SiLU method)
(borch.nn.Softmax method)
(borch.nn.Softmin method)
(borch.nn.Softplus method)
(borch.nn.Softshrink method)
(borch.nn.Threshold method)
(borch.nn.Unflatten method)
(borch.nn.Unfold method)
(borch.nn.Upsample method)
F
FeatureAlphaDropout (class in borch.nn)
fill_() (borch.Graph method)
fill_diagonal_() (borch.Graph method)
find_reasonable_epsilon() (in module borch.infer)
FisherSnedecor (class in borch.distributions)
fix() (borch.Graph method)
fix_() (borch.Graph method)
Flatten (class in borch.nn)
flatten() (borch.Graph method)
flip() (borch.Graph method)
fliplr() (borch.Graph method)
flipud() (borch.Graph method)
float_power() (borch.Graph method)
float_power_() (borch.Graph method)
floor() (borch.Graph method)
floor_() (borch.Graph method)
floor_divide() (borch.Graph method)
floor_divide_() (borch.Graph method)
fmax() (borch.Graph method)
fmin() (borch.Graph method)
fmod() (borch.Graph method)
fmod_() (borch.Graph method)
Fold (class in borch.nn)
forward() (borch.distributions.RandomVariable method)
(borch.nn.AlphaDropout method)
(borch.nn.BCELoss method)
(borch.nn.BCEWithLogitsLoss method)
(borch.nn.CELU method)
(borch.nn.ChannelShuffle method)
(borch.nn.CosineEmbeddingLoss method)
(borch.nn.CrossEntropyLoss method)
(borch.nn.CTCLoss method)
(borch.nn.Dropout method)
(borch.nn.Dropout2d method)
(borch.nn.Dropout3d method)
(borch.nn.ELU method)
(borch.nn.FeatureAlphaDropout method)
(borch.nn.Flatten method)
(borch.nn.Fold method)
(borch.nn.GaussianNLLLoss method)
(borch.nn.GELU method)
(borch.nn.GLU method)
(borch.nn.Hardshrink method)
(borch.nn.Hardsigmoid method)
(borch.nn.Hardswish method)
(borch.nn.Hardtanh method)
(borch.nn.HingeEmbeddingLoss method)
(borch.nn.HuberLoss method)
(borch.nn.Identity method)
(borch.nn.KLDivLoss method)
(borch.nn.L1Loss method)
(borch.nn.LeakyReLU method)
(borch.nn.LogSigmoid method)
(borch.nn.LogSoftmax method)
(borch.nn.MarginRankingLoss method)
(borch.nn.Mish method)
(borch.nn.MSELoss method)
(borch.nn.MultiheadAttention method)
(borch.nn.MultiLabelMarginLoss method)
(borch.nn.MultiLabelSoftMarginLoss method)
(borch.nn.MultiMarginLoss method)
(borch.nn.NLLLoss method)
(borch.nn.PairwiseDistance method)
(borch.nn.PixelShuffle method)
(borch.nn.PixelUnshuffle method)
(borch.nn.PoissonNLLLoss method)
(borch.nn.PReLU method)
(borch.nn.ReLU method)
(borch.nn.RReLU method)
(borch.nn.SELU method)
(borch.nn.Sequential method)
(borch.nn.Sigmoid method)
(borch.nn.SiLU method)
(borch.nn.SmoothL1Loss method)
(borch.nn.SoftMarginLoss method)
(borch.nn.Softmax method)
(borch.nn.Softmax2d method)
(borch.nn.Softmin method)
(borch.nn.Softplus method)
(borch.nn.Softshrink method)
(borch.nn.Softsign method)
(borch.nn.SyncBatchNorm method)
(borch.nn.Tanh method)
(borch.nn.Tanhshrink method)
(borch.nn.Threshold method)
(borch.nn.TripletMarginLoss method)
(borch.nn.TripletMarginWithDistanceLoss method)
(borch.nn.Unflatten method)
(borch.nn.Unfold method)
(borch.nn.Upsample method)
(borch.posterior.Posterior method)
(borch.RandomVariable method)
(borch.RVPair method)
(borch.Transform method)
frac() (borch.Graph method)
frac_() (borch.Graph method)
FractionalMaxPool2d (class in borch.nn)
FractionalMaxPool3d (class in borch.nn)
frexp() (borch.Graph method)
G
Gamma (class in borch.distributions)
gather() (borch.Graph method)
GaussianNLLLoss (class in borch.nn)
gcd() (borch.Graph method)
gcd_() (borch.Graph method)
ge() (borch.Graph method)
ge_() (borch.Graph method)
GELU (class in borch.nn)
Geometric (class in borch.distributions)
geometric_() (borch.Graph method)
geqrf() (borch.Graph method)
ger() (borch.Graph method)
get() (borch.Module method)
(borch.nn.Module method)
get_device() (borch.Graph method)
(in module borch.utils.torch_utils)
get_instances() (in module borch.utils.namespace_tools)
get_nested_module() (in module borch.utils.module_utils)
get_nested_modules() (in module borch.utils.module_utils)
get_subclass_members() (in module borch.utils.namespace_tools)
GLU (class in borch.nn)
grad() (borch.Graph property)
grads_to_none() (in module borch.utils.torch_utils)
Graph (class in borch)
greater() (borch.Graph method)
greater_() (borch.Graph method)
greater_equal() (borch.Graph method)
greater_equal_() (borch.Graph method)
GroupNorm (class in borch.nn)
GRU (class in borch.nn)
GRUCell (class in borch.nn)
gt() (borch.Graph method)
gt_() (borch.Graph method)
Gumbel (class in borch.distributions)
H
HalfCauchy (class in borch.distributions)
HalfNormal (class in borch.distributions)
hard_negative_mining() (in module borch.infer)
Hardshrink (class in borch.nn)
hardshrink() (borch.Graph method)
Hardsigmoid (class in borch.nn)
Hardswish (class in borch.nn)
Hardtanh (class in borch.nn)
has_been_run() (borch.Graph method)
has_enumerate_support() (borch.distributions.RandomVariable property)
(borch.RandomVariable property)
has_names() (borch.Graph method)
has_rsample() (borch.distributions.RandomVariable property)
(borch.RandomVariable property)
heaviside() (borch.Graph method)
heaviside_() (borch.Graph method)
hessian() (in module borch.utils.torch_utils)
HingeEmbeddingLoss (class in borch.nn)
histc() (borch.Graph method)
histogram() (borch.Graph method)
hmc_step() (in module borch.infer)
hsplit() (borch.Graph method)
HuberLoss (class in borch.nn)
hypot() (borch.Graph method)
hypot_() (borch.Graph method)
I
i0() (borch.Graph method)
i0_() (borch.Graph method)
icdf() (borch.distributions.RandomVariable method)
(borch.RandomVariable method)
Identity (class in borch.nn)
igamma() (borch.Graph method)
igamma_() (borch.Graph method)
igammac() (borch.Graph method)
igammac_() (borch.Graph method)
index_add() (borch.Graph method)
index_add_() (borch.Graph method)
index_copy() (borch.Graph method)
index_copy_() (borch.Graph method)
index_fill() (borch.Graph method)
index_fill_() (borch.Graph method)
index_put() (borch.Graph method)
index_put_() (borch.Graph method)
index_select() (borch.Graph method)
indices() (borch.Graph method)
inner() (borch.Graph method)
insert() (borch.nn.ModuleList method)
InstanceNorm1d (class in borch.nn)
InstanceNorm2d (class in borch.nn)
InstanceNorm3d (class in borch.nn)
int() (borch.Graph method)
int_repr() (borch.Graph method)
internal_modules() (borch.Module property)
(borch.nn.Module property)
inverse() (borch.Graph method)
is_coalesced() (borch.Graph method)
is_complex() (borch.Graph method)
is_conj() (borch.Graph method)
is_contiguous() (borch.Graph method)
is_cuda() (borch.Graph property)
is_floating_point() (borch.Graph method)
is_inference() (borch.Graph method)
is_leaf() (borch.Graph property)
is_meta() (borch.Graph property)
is_neg() (borch.Graph method)
is_numeric() (in module borch.utils.torch_utils)
is_optimizable_leaf_tensor() (in module borch.utils.torch_utils)
is_pinned() (borch.Graph method)
is_pos_definite() (in module borch.utils.numpy_utils)
is_quantized() (borch.Graph property)
is_set_to() (borch.Graph method)
is_shared() (borch.Graph method)
is_signed() (borch.Graph method)
is_sparse() (borch.Graph property)
is_sparse_csr() (borch.Graph property)
is_xpu() (borch.Graph property)
isclose() (borch.Graph method)
isfinite() (borch.Graph method)
isinf() (borch.Graph method)
isnan() (borch.Graph method)
isneginf() (borch.Graph method)
isposinf() (borch.Graph method)
isreal() (borch.Graph method)
istft() (borch.Graph method)
item() (borch.Graph method)
items() (borch.nn.ModuleDict method)
(borch.nn.ParameterDict method)
J
jacobian() (in module borch.utils.torch_utils)
K
kaiming_normal_std() (in module borch.utils.init)
keys() (borch.nn.ModuleDict method)
(borch.nn.ParameterDict method)
kl_divergence() (in module borch.distributions)
kl_exists() (in module borch.distributions)
KLDivLoss (class in borch.nn)
kron() (borch.Graph method)
kthvalue() (borch.Graph method)
Kumaraswamy (class in borch.distributions)
L
L1Loss (class in borch.nn)
Laplace (class in borch.distributions)
LayerNorm (class in borch.nn)
LazyBatchNorm1d (class in borch.nn)
LazyBatchNorm2d (class in borch.nn)
LazyBatchNorm3d (class in borch.nn)
LazyConv1d (class in borch.nn)
LazyConv2d (class in borch.nn)
LazyConv3d (class in borch.nn)
LazyConvTranspose1d (class in borch.nn)
LazyConvTranspose2d (class in borch.nn)
LazyConvTranspose3d (class in borch.nn)
LazyInstanceNorm1d (class in borch.nn)
LazyInstanceNorm2d (class in borch.nn)
LazyInstanceNorm3d (class in borch.nn)
LazyLinear (class in borch.nn)
lcm() (borch.Graph method)
lcm_() (borch.Graph method)
ldexp() (borch.Graph method)
ldexp_() (borch.Graph method)
le() (borch.Graph method)
le_() (borch.Graph method)
LeakyReLU (class in borch.nn)
lerp() (borch.Graph method)
lerp_() (borch.Graph method)
less() (borch.Graph method)
less_() (borch.Graph method)
less_equal() (borch.Graph method)
less_equal_() (borch.Graph method)
lgamma() (borch.Graph method)
lgamma_() (borch.Graph method)
Linear (class in borch.nn)
LKJCholesky (class in borch.distributions)
load_state_dict() (in module borch.utils.module_utils)
LocalResponseNorm (class in borch.nn)
log() (borch.Graph method)
log10() (borch.Graph method)
log10_() (borch.Graph method)
log1p() (borch.Graph method)
log1p_() (borch.Graph method)
log2() (borch.Graph method)
log2_() (borch.Graph method)
log_() (borch.Graph method)
log_normal_() (borch.Graph method)
log_prob() (borch.distributions.RandomVariable method)
(borch.RandomVariable method)
logaddexp() (borch.Graph method)
logaddexp2() (borch.Graph method)
logcumsumexp() (borch.Graph method)
logdet() (borch.Graph method)
logical_and() (borch.Graph method)
logical_and_() (borch.Graph method)
logical_not() (borch.Graph method)
logical_not_() (borch.Graph method)
logical_or() (borch.Graph method)
logical_or_() (borch.Graph method)
logical_xor() (borch.Graph method)
logical_xor_() (borch.Graph method)
logit() (borch.Graph method)
logit_() (borch.Graph method)
LogNormal (class in borch.distributions)
LogSigmoid (class in borch.nn)
LogSoftmax (class in borch.nn)
logsumexp() (borch.Graph method)
long() (borch.Graph method)
LPPool1d (class in borch.nn)
LPPool2d (class in borch.nn)
LSTM (class in borch.nn)
LSTMCell (class in borch.nn)
lstsq() (borch.Graph method)
lt() (borch.Graph method)
lt_() (borch.Graph method)
lu() (borch.Graph method)
lu_solve() (borch.Graph method)
M
Manual (class in borch.posterior)
map_() (borch.Graph method)
MarginRankingLoss (class in borch.nn)
masked_fill() (borch.Graph method)
masked_fill_() (borch.Graph method)
masked_scatter() (borch.Graph method)
masked_scatter_() (borch.Graph method)
masked_select() (borch.Graph method)
matmul() (borch.Graph method)
matrix_exp() (borch.Graph method)
matrix_power() (borch.Graph method)
max() (borch.Graph method)
maximum() (borch.Graph method)
MaxPool1d (class in borch.nn)
MaxPool2d (class in borch.nn)
MaxPool3d (class in borch.nn)
MaxUnpool1d (class in borch.nn)
MaxUnpool2d (class in borch.nn)
MaxUnpool3d (class in borch.nn)
mean() (borch.Graph method)
mean_squared_error() (in module borch.metrics)
median() (borch.Graph method)
min() (borch.Graph method)
minimum() (borch.Graph method)
Mish (class in borch.nn)
mm() (borch.Graph method)
mode() (borch.Graph method)
Module (class in borch)
(class in borch.nn)
ModuleDict (class in borch.nn)
ModuleList (class in borch.nn)
moveaxis() (borch.Graph method)
movedim() (borch.Graph method)
MSELoss (class in borch.nn)
msort() (borch.Graph method)
mul() (borch.Graph method)
mul_() (borch.Graph method)
MultiheadAttention (class in borch.nn)
MultiLabelMarginLoss (class in borch.nn)
MultiLabelSoftMarginLoss (class in borch.nn)
MultiMarginLoss (class in borch.nn)
Multinomial (class in borch.distributions)
multinomial() (borch.Graph method)
multiply() (borch.Graph method)
multiply_() (borch.Graph method)
MultivariateNormal (class in borch.distributions)
mv() (borch.Graph method)
mvlgamma() (borch.Graph method)
mvlgamma_() (borch.Graph method)
N
name() (borch.utils.namespace_tools.AugmentedClassMap property)
named_random_variables() (in module borch)
names() (borch.Graph property)
nan_to_num() (borch.Graph method)
nan_to_num_() (borch.Graph method)
nanmean() (borch.Graph method)
nanmedian() (borch.Graph method)
nanquantile() (borch.Graph method)
nansum() (borch.Graph method)
narrow() (borch.Graph method)
narrow_copy() (borch.Graph method)
ndim() (borch.Graph property)
ndimension() (borch.Graph method)
ne() (borch.Graph method)
ne_() (borch.Graph method)
nearest_pos_def_mat() (in module borch.utils.numpy_utils)
neg() (borch.Graph method)
neg_() (borch.Graph method)
negative() (borch.Graph method)
negative_() (borch.Graph method)
negative_log_prob() (in module borch.infer)
negative_log_prob_loss() (in module borch.infer)
NegativeBinomial (class in borch.distributions)
nelement() (borch.Graph method)
new_empty() (borch.Graph method)
new_empty_strided() (borch.Graph method)
new_full() (borch.Graph method)
new_ones() (borch.Graph method)
new_tensor() (borch.Graph method)
new_zeros() (borch.Graph method)
nextafter() (borch.Graph method)
nextafter_() (borch.Graph method)
NLLLoss (class in borch.nn)
NLLLoss2d (class in borch.nn)
nonzero() (borch.Graph method)
norm() (borch.Graph method)
Normal (class in borch.distributions)
(class in borch.posterior)
normal_() (borch.Graph method)
not_equal() (borch.Graph method)
not_equal_() (borch.Graph method)
numel() (borch.Graph method)
numpy() (borch.Graph method)
nuts_step() (in module borch.infer)
O
observe() (borch.Module method)
(borch.nn.Module method)
one_hot() (in module borch.utils.torch_utils)
OneHotCategorical (class in borch.distributions)
OptimizersCollection (class in borch)
orgqr() (borch.Graph method)
original() (borch.utils.namespace_tools.AugmentedClassMap property)
ormqr() (borch.Graph method)
outer() (borch.Graph method)
P
PairwiseDistance (class in borch.nn)
ParameterDict (class in borch.nn)
ParameterList (class in borch.nn)
parameters_named() (in module borch.utils.module_utils)
parameters_not_named() (in module borch.utils.module_utils)
Pareto (class in borch.distributions)
permute() (borch.Graph method)
perplexity() (borch.distributions.RandomVariable method)
(borch.RandomVariable method)
pin_memory() (borch.Graph method)
pinverse() (borch.Graph method)
PixelShuffle (class in borch.nn)
PixelUnshuffle (class in borch.nn)
PointMass (class in borch.distributions)
(class in borch.posterior)
Poisson (class in borch.distributions)
PoissonNLLLoss (class in borch.nn)
polygamma() (borch.Graph method)
polygamma_() (borch.Graph method)
pop() (borch.nn.ModuleDict method)
(borch.nn.ParameterDict method)
positive() (borch.Graph method)
Posterior (class in borch.posterior)
pow() (borch.Graph method)
pow_() (borch.Graph method)
pq_dict() (in module borch)
pq_to_infer() (in module borch)
PReLU (class in borch.nn)
prod() (borch.Graph method)
put() (borch.Graph method)
put_() (borch.Graph method)
Q
q_per_channel_axis() (borch.Graph method)
q_per_channel_scales() (borch.Graph method)
q_per_channel_zero_points() (borch.Graph method)
q_scale() (borch.Graph method)
q_zero_point() (borch.Graph method)
qr() (borch.Graph method)
qscheme() (borch.Graph method)
quantile() (borch.Graph method)
R
rad2deg() (borch.Graph method)
rad2deg_() (borch.Graph method)
random_() (borch.Graph method)
random_variables() (in module borch)
RandomVariable (class in borch)
(class in borch.distributions)
ravel() (borch.Graph method)
reciprocal() (borch.Graph method)
reciprocal_() (borch.Graph method)
record_stream() (borch.Graph method)
refine_names() (borch.Graph method)
ReflectionPad1d (class in borch.nn)
ReflectionPad2d (class in borch.nn)
ReflectionPad3d (class in borch.nn)
register_hook() (borch.Graph method)
register_param_or_buffer() (borch.Graph method)
register_q_random_variable() (borch.posterior.PointMass method)
register_random_variable() (borch.posterior.AsPrior method)
(borch.posterior.Automatic method)
(borch.posterior.Manual method)
(borch.posterior.Normal method)
(borch.posterior.PointMass method)
(borch.posterior.Posterior method)
(borch.posterior.ScaledNormal method)
RelaxedBernoulli (class in borch.distributions)
RelaxedOneHotCategorical (class in borch.distributions)
ReLU (class in borch.nn)
ReLU6 (class in borch.nn)
remainder() (borch.Graph method)
remainder_() (borch.Graph method)
rename() (borch.Graph method)
rename_() (borch.Graph method)
renorm() (borch.Graph method)
renorm_() (borch.Graph method)
repeat() (borch.Graph method)
repeat_interleave() (borch.Graph method)
replace_none_with_argument() (in module borch.utils.func_tools)
ReplicationPad1d (class in borch.nn)
ReplicationPad2d (class in borch.nn)
ReplicationPad3d (class in borch.nn)
requires_grad() (borch.Graph property)
reshape() (borch.Graph method)
reshape_as() (borch.Graph method)
resize_() (borch.Graph method)
resize_as_() (borch.Graph method)
resolve_conj() (borch.Graph method)
resolve_neg() (borch.Graph method)
retain_grad() (borch.Graph method)
retains_grad() (borch.Graph property)
RNN (class in borch.nn)
RNNBase (class in borch.nn)
RNNCell (class in borch.nn)
RNNCellBase (class in borch.nn)
roll() (borch.Graph method)
rot90() (borch.Graph method)
round() (borch.Graph method)
round_() (borch.Graph method)
RReLU (class in borch.nn)
rsample() (borch.distributions.RandomVariable method)
(borch.RandomVariable method)
rsqrt() (borch.Graph method)
rsqrt_() (borch.Graph method)
RVPair (class in borch)
S
sample() (borch.distributions.RandomVariable method)
(borch.RandomVariable method)
(in module borch)
sample_state() (in module borch.utils.state_dict)
saveable_state_dict() (in module borch.utils.state_dict)
ScaledNormal (class in borch.posterior)
scatter() (borch.Graph method)
scatter_() (borch.Graph method)
scatter_add() (borch.Graph method)
scatter_add_() (borch.Graph method)
seed() (in module borch.utils.torch_utils)
select() (borch.Graph method)
SELU (class in borch.nn)
Sequential (class in borch.nn)
set_() (borch.Graph method)
set_posteriors() (in module borch)
set_random_variable() (borch.posterior.Posterior method)
sgn() (borch.Graph method)
sgn_() (borch.Graph method)
share_memory_() (borch.Graph method)
short() (borch.Graph method)
Sigmoid (class in borch.nn)
sigmoid() (borch.Graph method)
sigmoid_() (borch.Graph method)
sign() (borch.Graph method)
sign_() (borch.Graph method)
signbit() (borch.Graph method)
SiLU (class in borch.nn)
sin() (borch.Graph method)
sin_() (borch.Graph method)
sinc() (borch.Graph method)
sinc_() (borch.Graph method)
sinh() (borch.Graph method)
sinh_() (borch.Graph method)
size() (borch.Graph method)
slogdet() (borch.Graph method)
smm() (borch.Graph method)
SmoothL1Loss (class in borch.nn)
SoftMarginLoss (class in borch.nn)
Softmax (class in borch.nn)
Softmax2d (class in borch.nn)
Softmin (class in borch.nn)
Softplus (class in borch.nn)
Softshrink (class in borch.nn)
Softsign (class in borch.nn)
solve() (borch.Graph method)
sort() (borch.Graph method)
sparse_dim() (borch.Graph method)
sparse_mask() (borch.Graph method)
sparse_resize_() (borch.Graph method)
sparse_resize_and_clear_() (borch.Graph method)
split() (borch.Graph method)
sqrt() (borch.Graph method)
sqrt_() (borch.Graph method)
square() (borch.Graph method)
square_() (borch.Graph method)
squeeze() (borch.Graph method)
squeeze_() (borch.Graph method)
sspaddmm() (borch.Graph method)
state_dict_to_device_() (in module borch.utils.state_dict)
std() (borch.Graph method)
step() (borch.OptimizersCollection method)
stft() (borch.Graph method)
storage() (borch.Graph method)
storage_offset() (borch.Graph method)
storage_type() (borch.Graph method)
stride() (borch.Graph method)
StudentT (class in borch.distributions)
sub() (borch.Graph method)
sub_() (borch.Graph method)
subtract() (borch.Graph method)
subtract_() (borch.Graph method)
sum() (borch.Graph method)
sum_to_size() (borch.Graph method)
support() (borch.distributions.RandomVariable property)
(borch.RandomVariable property)
svd() (borch.Graph method)
swapaxes() (borch.Graph method)
swapaxes_() (borch.Graph method)
swapdims() (borch.Graph method)
swapdims_() (borch.Graph method)
symeig() (borch.Graph method)
SyncBatchNorm (class in borch.nn)
T
t() (borch.Graph method)
T() (borch.Graph property)
t_() (borch.Graph method)
take() (borch.Graph method)
take_along_dim() (borch.Graph method)
tan() (borch.Graph method)
tan_() (borch.Graph method)
Tanh (class in borch.nn)
tanh() (borch.Graph method)
tanh_() (borch.Graph method)
Tanhshrink (class in borch.nn)
tensor() (borch.Graph property)
tensor_split() (borch.Graph method)
Threshold (class in borch.nn)
tile() (borch.Graph method)
to_dense() (borch.Graph method)
to_mkldnn() (borch.Graph method)
to_sparse() (borch.Graph method)
to_sparse_csr() (borch.Graph method)
tolist() (borch.Graph method)
topk() (borch.Graph method)
total_parameters() (in module borch.utils.module_utils)
trace() (borch.Graph method)
Transform (class in borch)
TransformedDistribution (class in borch.distributions)
Transformer (class in borch.nn)
TransformerDecoder (class in borch.nn)
TransformerDecoderLayer (class in borch.nn)
TransformerEncoder (class in borch.nn)
TransformerEncoderLayer (class in borch.nn)
transpose() (borch.Graph method)
transpose_() (borch.Graph method)
triangular_solve() (borch.Graph method)
tril() (borch.Graph method)
tril_() (borch.Graph method)
TripletMarginLoss (class in borch.nn)
TripletMarginWithDistanceLoss (class in borch.nn)
triu() (borch.Graph method)
triu_() (borch.Graph method)
true_divide() (borch.Graph method)
true_divide_() (borch.Graph method)
trunc() (borch.Graph method)
trunc_() (borch.Graph method)
type_as() (borch.Graph method)
U
unbind() (borch.Graph method)
Unflatten (class in borch.nn)
unflatten() (borch.Graph method)
Unfold (class in borch.nn)
unfold() (borch.Graph method)
Uniform (class in borch.distributions)
uniform_() (borch.Graph method)
unique() (borch.Graph method)
unique_consecutive() (borch.Graph method)
unsafe_chunk() (borch.Graph method)
unsafe_split() (borch.Graph method)
unsqueeze() (borch.Graph method)
unsqueeze_() (borch.Graph method)
update() (borch.nn.ModuleDict method)
(borch.nn.ParameterDict method)
update_random_variable() (borch.posterior.Automatic method)
(borch.posterior.Posterior method)
update_tensor_data() (in module borch.utils.torch_utils)
Upsample (class in borch.nn)
UpsamplingBilinear2d (class in borch.nn)
UpsamplingNearest2d (class in borch.nn)
V
validate_args() (borch.distributions.RandomVariable property)
(borch.RandomVariable property)
(in module borch)
values() (borch.Graph method)
(borch.nn.ModuleDict method)
(borch.nn.ParameterDict method)
var() (borch.Graph method)
vdot() (borch.Graph method)
vi_loss() (in module borch.infer)
vi_regularization() (in module borch.infer)
view() (borch.Graph method)
view_as() (borch.Graph method)
VonMises (class in borch.distributions)
vsplit() (borch.Graph method)
W
Weibull (class in borch.distributions)
weight (borch.nn.PReLU attribute)
where() (borch.Graph method)
X
xavier_normal_std() (in module borch.utils.init)
xlogy() (borch.Graph method)
xlogy_() (borch.Graph method)
Y
yield_named() (in module borch.utils.module_utils)
yield_not_named() (in module borch.utils.module_utils)
Z
zero_() (borch.Graph method)
zero_grad() (borch.OptimizersCollection method)
ZeroPad2d (class in borch.nn)
Read the Docs
v: latest
Versions
latest
stable
v0.1.1
v0.1.0
v0.0.8
v0.0.7
v0.0.6
v0.0.5
v0.0.4
v0.0.3
Downloads
On Read the Docs
Project Home
Builds