VQNET
latest
Installation Guide
Steps of VQNet Installation
Hands-on Examples
Quantum Machine Learning Demos
The API
QTensor Module
Classical Neural Network Module
Quantum Machine Learning Module
VQNet2ONNX module
VQNET
Index
Edit on GitHub
Index
_
|
A
|
B
|
F
|
G
|
I
|
N
|
P
|
R
|
S
|
T
|
Z
_
__getitem__() (QTensor method)
__init__() (QTensor method)
__setitem__() (QTensor method)
A
all() (QTensor method)
any() (QTensor method)
argmax() (QTensor method)
argmin() (QTensor method)
B
backward() (QTensor method)
built-in function
pyvqnet.qnn.measure.DensityMatrixFromQstate()
pyvqnet.qnn.measure.expval()
pyvqnet.qnn.measure.MeasurePauliSum()
pyvqnet.qnn.measure.Mutal_Info()
pyvqnet.qnn.measure.ProbsMeasure()
pyvqnet.qnn.measure.QuantumMeasure()
pyvqnet.qnn.measure.VarMeasure()
pyvqnet.qnn.measure.VN_Entropy()
pyvqnet.qnn.SPSA()
pyvqnet.qnn.SPSA._step()
pyvqnet.qnn.template.AmplitudeEmbeddingCircuit()
pyvqnet.qnn.template.AngleEmbeddingCircuit()
pyvqnet.qnn.template.BasicEmbeddingCircuit()
pyvqnet.qnn.template.CRotCircuit()
pyvqnet.qnn.template.CSWAPcircuit()
pyvqnet.qnn.template.IQPEmbeddingCircuits()
pyvqnet.qnn.template.RotCircuit()
pyvqnet.tensor.abs()
pyvqnet.tensor.acos()
pyvqnet.tensor.add()
pyvqnet.tensor.arange()
pyvqnet.tensor.argsort()
pyvqnet.tensor.argtopK()
pyvqnet.tensor.asin()
pyvqnet.tensor.atan()
pyvqnet.tensor.ceil()
pyvqnet.tensor.clip()
pyvqnet.tensor.concatenate()
pyvqnet.tensor.cos()
pyvqnet.tensor.cosh()
pyvqnet.tensor.cumsum()
pyvqnet.tensor.diag()
pyvqnet.tensor.divide()
pyvqnet.tensor.equal()
pyvqnet.tensor.exp()
pyvqnet.tensor.eye()
pyvqnet.tensor.flatten()
pyvqnet.tensor.flip()
pyvqnet.tensor.floor()
pyvqnet.tensor.full()
pyvqnet.tensor.full_like()
pyvqnet.tensor.greater()
pyvqnet.tensor.greater_equal()
pyvqnet.tensor.isfinite()
pyvqnet.tensor.isinf()
pyvqnet.tensor.isnan()
pyvqnet.tensor.isneginf()
pyvqnet.tensor.isposinf()
pyvqnet.tensor.less()
pyvqnet.tensor.less_equal()
pyvqnet.tensor.linspace()
pyvqnet.tensor.log()
pyvqnet.tensor.log_softmax()
pyvqnet.tensor.logical_and()
pyvqnet.tensor.logical_not()
pyvqnet.tensor.logical_or()
pyvqnet.tensor.logical_xor()
pyvqnet.tensor.logspace()
pyvqnet.tensor.masked_fill()
pyvqnet.tensor.matmul()
pyvqnet.tensor.max()
pyvqnet.tensor.maximum()
pyvqnet.tensor.mean()
pyvqnet.tensor.median()
pyvqnet.tensor.min()
pyvqnet.tensor.minimum()
pyvqnet.tensor.mul()
pyvqnet.tensor.neg()
pyvqnet.tensor.nonzero()
pyvqnet.tensor.not_equal()
pyvqnet.tensor.ones()
pyvqnet.tensor.ones_like()
pyvqnet.tensor.permute()
pyvqnet.tensor.power()
pyvqnet.tensor.randn()
pyvqnet.tensor.randu()
pyvqnet.tensor.reciprocal()
pyvqnet.tensor.reshape()
pyvqnet.tensor.round()
pyvqnet.tensor.select()
pyvqnet.tensor.sign()
pyvqnet.tensor.sin()
pyvqnet.tensor.sinh()
pyvqnet.tensor.sort()
pyvqnet.tensor.sqrt()
pyvqnet.tensor.square()
pyvqnet.tensor.squeeze()
pyvqnet.tensor.stack()
pyvqnet.tensor.std()
pyvqnet.tensor.sub()
pyvqnet.tensor.sums()
pyvqnet.tensor.swapaxis()
pyvqnet.tensor.tan()
pyvqnet.tensor.tanh()
pyvqnet.tensor.tile()
pyvqnet.tensor.to_tensor()
pyvqnet.tensor.topK()
pyvqnet.tensor.trace()
pyvqnet.tensor.transpose()
pyvqnet.tensor.tril()
pyvqnet.tensor.triu()
pyvqnet.tensor.unsqueeze()
pyvqnet.tensor.var()
pyvqnet.tensor.where()
pyvqnet.tensor.zeros()
pyvqnet.tensor.zeros_like()
F
fill_() (QTensor method)
fill_rand_binary_() (QTensor method)
fill_rand_normal_() (QTensor method)
fill_rand_signed_uniform_() (QTensor method)
fill_rand_uniform_() (QTensor method)
forward() (pyvqnet.nn.pyvqnet.nn.module.Module method)
G
getdata() (QTensor method)
I
item() (QTensor method)
N
ndim() (QTensor method)
P
pyvqnet.nn.activation.Activation (class in pyvqnet.nn)
pyvqnet.nn.AvgPool1D (class in pyvqnet.nn)
pyvqnet.nn.AvgPool2D (class in pyvqnet.nn)
pyvqnet.nn.BatchNorm1d (class in pyvqnet.nn)
pyvqnet.nn.BatchNorm2d (class in pyvqnet.nn)
pyvqnet.nn.BinaryCrossEntropy (class in pyvqnet.nn)
pyvqnet.nn.CategoricalCrossEntropy (class in pyvqnet.nn)
pyvqnet.nn.Conv1D (class in pyvqnet.nn)
pyvqnet.nn.Conv2D (class in pyvqnet.nn)
pyvqnet.nn.ConvT2D (class in pyvqnet.nn)
pyvqnet.nn.CrossEntropyLoss (class in pyvqnet.nn)
pyvqnet.nn.dropout.Dropout (class in pyvqnet.nn)
pyvqnet.nn.ELU (class in pyvqnet.nn)
pyvqnet.nn.embedding.Embedding (class in pyvqnet.nn)
pyvqnet.nn.gru.GRU (class in pyvqnet.nn)
pyvqnet.nn.HardSigmoid (class in pyvqnet.nn)
pyvqnet.nn.layer_norm.LayerNorm1d (class in pyvqnet.nn)
pyvqnet.nn.layer_norm.LayerNorm2d (class in pyvqnet.nn)
pyvqnet.nn.layer_norm.LayerNormNd (class in pyvqnet.nn)
pyvqnet.nn.LeakyReLu (class in pyvqnet.nn)
pyvqnet.nn.Linear (class in pyvqnet.nn)
pyvqnet.nn.lstm.LSTM (class in pyvqnet.nn)
pyvqnet.nn.MaxPool1D (class in pyvqnet.nn)
pyvqnet.nn.MaxPool2D (class in pyvqnet.nn)
pyvqnet.nn.MeanSquaredError (class in pyvqnet.nn)
pyvqnet.nn.module.Module (class in pyvqnet.nn)
pyvqnet.nn.NLL_Loss (class in pyvqnet.nn)
pyvqnet.nn.ReLu (class in pyvqnet.nn)
pyvqnet.nn.rnn.RNN (class in pyvqnet.nn)
pyvqnet.nn.Sigmoid (class in pyvqnet.nn)
pyvqnet.nn.Softmax (class in pyvqnet.nn)
pyvqnet.nn.SoftmaxCrossEntropy (class in pyvqnet.nn)
pyvqnet.nn.Softplus (class in pyvqnet.nn)
pyvqnet.nn.Softsign (class in pyvqnet.nn)
pyvqnet.nn.Tanh (class in pyvqnet.nn)
pyvqnet.optim.adadelta.Adadelta (class in pyvqnet.nn)
pyvqnet.optim.adagrad.Adagrad (class in pyvqnet.nn)
pyvqnet.optim.adam.Adam (class in pyvqnet.nn)
pyvqnet.optim.adamax.Adamax (class in pyvqnet.nn)
pyvqnet.optim.optimizer.Optimizer (class in pyvqnet.nn)
pyvqnet.optim.rmsprop.RMSProp (class in pyvqnet.nn)
pyvqnet.optim.rotosolve.Rotosolve (class in pyvqnet.nn)
pyvqnet.optim.sgd.SGD (class in pyvqnet.nn)
pyvqnet.qnn.ansatz.HardwareEfficientAnsatz (built-in class)
pyvqnet.qnn.measure.DensityMatrixFromQstate()
built-in function
pyvqnet.qnn.measure.expval()
built-in function
pyvqnet.qnn.measure.MeasurePauliSum()
built-in function
pyvqnet.qnn.measure.Mutal_Info()
built-in function
pyvqnet.qnn.measure.ProbsMeasure()
built-in function
pyvqnet.qnn.measure.QuantumMeasure()
built-in function
pyvqnet.qnn.measure.VarMeasure()
built-in function
pyvqnet.qnn.measure.VN_Entropy()
built-in function
pyvqnet.qnn.qcnn.qconv.QConv (built-in class)
pyvqnet.qnn.qlinear.QLinear (built-in class)
pyvqnet.qnn.quantumlayer.NoiseQuantumLayer (built-in class)
pyvqnet.qnn.quantumlayer.QuantumLayer (built-in class)
pyvqnet.qnn.quantumlayer.QuantumLayerMultiProcess (built-in class)
pyvqnet.qnn.quantumlayer.QuantumLayerV2 (built-in class)
pyvqnet.qnn.quantumlayer.VQC_wrapper (built-in class)
pyvqnet.qnn.quantumlayer.VQCLayer (built-in class)
pyvqnet.qnn.SPSA()
built-in function
pyvqnet.qnn.SPSA._step()
built-in function
pyvqnet.qnn.template.AmplitudeEmbeddingCircuit()
built-in function
pyvqnet.qnn.template.AngleEmbeddingCircuit()
built-in function
pyvqnet.qnn.template.BasicEmbeddingCircuit()
built-in function
pyvqnet.qnn.template.BasicEntanglerTemplate (built-in class)
pyvqnet.qnn.template.CRotCircuit()
built-in function
pyvqnet.qnn.template.CSWAPcircuit()
built-in function
pyvqnet.qnn.template.IQPEmbeddingCircuits()
built-in function
pyvqnet.qnn.template.RotCircuit()
built-in function
pyvqnet.qnn.template.StronglyEntanglingTemplate (built-in class)
pyvqnet.tensor.abs()
built-in function
pyvqnet.tensor.acos()
built-in function
pyvqnet.tensor.add()
built-in function
pyvqnet.tensor.arange()
built-in function
pyvqnet.tensor.argsort()
built-in function
pyvqnet.tensor.argtopK()
built-in function
pyvqnet.tensor.asin()
built-in function
pyvqnet.tensor.atan()
built-in function
pyvqnet.tensor.ceil()
built-in function
pyvqnet.tensor.clip()
built-in function
pyvqnet.tensor.concatenate()
built-in function
pyvqnet.tensor.cos()
built-in function
pyvqnet.tensor.cosh()
built-in function
pyvqnet.tensor.cumsum()
built-in function
pyvqnet.tensor.diag()
built-in function
pyvqnet.tensor.divide()
built-in function
pyvqnet.tensor.equal()
built-in function
pyvqnet.tensor.exp()
built-in function
pyvqnet.tensor.eye()
built-in function
pyvqnet.tensor.flatten()
built-in function
pyvqnet.tensor.flip()
built-in function
pyvqnet.tensor.floor()
built-in function
pyvqnet.tensor.full()
built-in function
pyvqnet.tensor.full_like()
built-in function
pyvqnet.tensor.greater()
built-in function
pyvqnet.tensor.greater_equal()
built-in function
pyvqnet.tensor.isfinite()
built-in function
pyvqnet.tensor.isinf()
built-in function
pyvqnet.tensor.isnan()
built-in function
pyvqnet.tensor.isneginf()
built-in function
pyvqnet.tensor.isposinf()
built-in function
pyvqnet.tensor.less()
built-in function
pyvqnet.tensor.less_equal()
built-in function
pyvqnet.tensor.linspace()
built-in function
pyvqnet.tensor.log()
built-in function
pyvqnet.tensor.log_softmax()
built-in function
pyvqnet.tensor.logical_and()
built-in function
pyvqnet.tensor.logical_not()
built-in function
pyvqnet.tensor.logical_or()
built-in function
pyvqnet.tensor.logical_xor()
built-in function
pyvqnet.tensor.logspace()
built-in function
pyvqnet.tensor.masked_fill()
built-in function
pyvqnet.tensor.matmul()
built-in function
pyvqnet.tensor.max()
built-in function
pyvqnet.tensor.maximum()
built-in function
pyvqnet.tensor.mean()
built-in function
pyvqnet.tensor.median()
built-in function
pyvqnet.tensor.min()
built-in function
pyvqnet.tensor.minimum()
built-in function
pyvqnet.tensor.mul()
built-in function
pyvqnet.tensor.neg()
built-in function
pyvqnet.tensor.nonzero()
built-in function
pyvqnet.tensor.not_equal()
built-in function
pyvqnet.tensor.ones()
built-in function
pyvqnet.tensor.ones_like()
built-in function
pyvqnet.tensor.permute()
built-in function
pyvqnet.tensor.power()
built-in function
pyvqnet.tensor.randn()
built-in function
pyvqnet.tensor.randu()
built-in function
pyvqnet.tensor.reciprocal()
built-in function
pyvqnet.tensor.reshape()
built-in function
pyvqnet.tensor.round()
built-in function
pyvqnet.tensor.select()
built-in function
pyvqnet.tensor.sign()
built-in function
pyvqnet.tensor.sin()
built-in function
pyvqnet.tensor.sinh()
built-in function
pyvqnet.tensor.sort()
built-in function
pyvqnet.tensor.sqrt()
built-in function
pyvqnet.tensor.square()
built-in function
pyvqnet.tensor.squeeze()
built-in function
pyvqnet.tensor.stack()
built-in function
pyvqnet.tensor.std()
built-in function
pyvqnet.tensor.sub()
built-in function
pyvqnet.tensor.sums()
built-in function
pyvqnet.tensor.swapaxis()
built-in function
pyvqnet.tensor.tan()
built-in function
pyvqnet.tensor.tanh()
built-in function
pyvqnet.tensor.tile()
built-in function
pyvqnet.tensor.to_tensor()
built-in function
pyvqnet.tensor.topK()
built-in function
pyvqnet.tensor.trace()
built-in function
pyvqnet.tensor.transpose()
built-in function
pyvqnet.tensor.tril()
built-in function
pyvqnet.tensor.triu()
built-in function
pyvqnet.tensor.unsqueeze()
built-in function
pyvqnet.tensor.var()
built-in function
pyvqnet.tensor.where()
built-in function
pyvqnet.tensor.zeros()
built-in function
pyvqnet.tensor.zeros_like()
built-in function
pyvqnet.utils.metrics.auc_calculate (class in pyvqnet.nn)
pyvqnet.utils.metrics.MAE (class in pyvqnet.nn)
pyvqnet.utils.metrics.MSE (class in pyvqnet.nn)
pyvqnet.utils.metrics.precision_recall_f1_2_score (class in pyvqnet.nn)
pyvqnet.utils.metrics.precision_recall_f1_Multi_score (class in pyvqnet.nn)
pyvqnet.utils.metrics.precision_recall_f1_N_score (class in pyvqnet.nn)
pyvqnet.utils.metrics.R_Square (class in pyvqnet.nn)
pyvqnet.utils.metrics.RMSE (class in pyvqnet.nn)
pyvqnet.utils.storage.load_parameters() (in module pyvqnet.nn)
pyvqnet.utils.storage.save_parameters() (in module pyvqnet.nn)
R
reshape() (QTensor method)
reshape_() (QTensor method)
S
shape() (QTensor method)
size() (QTensor method)
state_dict() (pyvqnet.nn.pyvqnet.nn.module.Module method)
T
to_numpy() (QTensor method)
transpose() (QTensor method)
transpose_() (QTensor method)
Z
zero_grad() (QTensor method)