si4onnx documentation

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Contents:

• si4onnx
  • si4onnx package
    • Submodules
    • si4onnx.data module
      • SyntheticDataset
        • SyntheticDataset.data
        • SyntheticDataset.masks
        • SyntheticDataset.labels
      • generate_iid_data()
    • si4onnx.hypothesis module
      • BackMeanDiff
        • BackMeanDiff.algorithm()
        • BackMeanDiff.construct_hypothesis()
        • BackMeanDiff.model_selector()
      • Hypothesis
        • Hypothesis.algorithm()
        • Hypothesis.construct_hypothesis()
        • Hypothesis.model_selector()
      • NeighborMeanDiff
        • NeighborMeanDiff.algorithm()
        • NeighborMeanDiff.construct_hypothesis()
        • NeighborMeanDiff.model_selector()
      • NoHypothesisError
      • PresetHypothesis
      • ReferenceMeanDiff
        • ReferenceMeanDiff.algorithm()
        • ReferenceMeanDiff.construct_hypothesis()
        • ReferenceMeanDiff.model_selector()
      • check_use_sigmoid()
    • si4onnx.layers module
      • Add
        • Add.forward()
        • Add.forward_si()
      • AveragePool
        • AveragePool.forward()
        • AveragePool.forward_si()
      • BatchNormalization
        • BatchNormalization.forward()
        • BatchNormalization.forward_si()
      • Concat
        • Concat.forward()
        • Concat.forward_si()
      • Constant
        • Constant.forward()
        • Constant.forward_si()
      • ConstantOfShape
        • ConstantOfShape.forward()
        • ConstantOfShape.forward_si()
      • Conv
        • Conv.forward()
        • Conv.forward_si()
      • ConvTranspose
        • ConvTranspose.forward()
        • ConvTranspose.forward_si()
      • Div
        • Div.forward()
        • Div.forward_si()
      • Equal
        • Equal.forward()
        • Equal.forward_si()
      • Exp
        • Exp.forward()
        • Exp.forward_si()
      • EyeLike
        • EyeLike.forward()
        • EyeLike.forward_si()
      • Flatten
        • Flatten.forward()
        • Flatten.forward_si()
      • Gemm
        • Gemm.forward()
        • Gemm.forward_si()
      • GlobalAveragePool
        • GlobalAveragePool.forward()
        • GlobalAveragePool.forward_si()
      • Greater
        • Greater.forward()
        • Greater.forward_si()
      • Layer
        • Layer.forward()
        • Layer.forward_si()
      • LeakyRelu
        • LeakyRelu.forward()
        • LeakyRelu.forward_si()
      • MatMul
        • MatMul.forward()
        • MatMul.forward_si()
      • MaxPool
        • MaxPool.forward()
        • MaxPool.forward_si()
      • Mul
        • Mul.forward()
        • Mul.forward_si()
      • RandomNormalLike
        • RandomNormalLike.forward()
        • RandomNormalLike.forward_si()
      • Reciprocal
        • Reciprocal.forward()
        • Reciprocal.forward_si()
      • ReduceSum
        • ReduceSum.forward()
        • ReduceSum.forward_si()
      • Relu
        • Relu.forward()
        • Relu.forward_si()
      • Reshape
        • Reshape.forward()
        • Reshape.forward_si()
      • Resize
        • Resize.forward()
        • Resize.forward_si()
      • Shape
        • Shape.forward()
        • Shape.forward_si()
      • Sigmoid
        • Sigmoid.forward()
        • Sigmoid.forward_si()
      • Slice
        • Slice.forward()
        • Slice.forward_si()
      • Split
        • Split.forward()
        • Split.forward_si()
      • Squeeze
        • Squeeze.forward()
        • Squeeze.forward_si()
      • Sub
        • Sub.forward()
        • Sub.forward_si()
      • Transpose
        • Transpose.forward()
        • Transpose.forward_si()
      • Unsqueeze
        • Unsqueeze.forward()
        • Unsqueeze.forward_si()
    • si4onnx.nn module
      • NN
        • NN.forward()
        • NN.forward_si()
    • si4onnx.operators module
      • Abs
        • Abs.forward()
        • Abs.forward_si()
      • AverageFilter
        • AverageFilter.forward()
        • AverageFilter.forward_si()
      • GaussianFilter
        • GaussianFilter.forward()
        • GaussianFilter.forward_si()
      • InputDiff
        • InputDiff.forward()
        • InputDiff.forward_si()
      • Neg
        • Neg.forward()
        • Neg.forward_si()
      • Operator
        • Operator.forward()
        • Operator.forward_si()
    • si4onnx.si module
      • InferenceResult
        • InferenceResult.output
        • InferenceResult.score_map
        • InferenceResult.roi
        • InferenceResult.non_roi
        • InferenceResult.non_roi
        • InferenceResult.output
        • InferenceResult.roi
        • InferenceResult.score_map
      • PresetSelectiveInferenceModel
        • PresetSelectiveInferenceModel.algorithm()
        • PresetSelectiveInferenceModel.construct_hypothesis()
        • PresetSelectiveInferenceModel.inference()
        • PresetSelectiveInferenceModel.model_selector()
      • SelectiveInferenceModel
        • SelectiveInferenceModel.algorithm()
        • SelectiveInferenceModel.construct_hypothesis()
        • SelectiveInferenceModel.forward()
        • SelectiveInferenceModel.inference()
        • SelectiveInferenceModel.model_selector()
      • load()
    • si4onnx.utils module
      • thresholding()
      • to_numpy()
      • to_torch_tensor()
    • Module contents
      • Abs
        • Abs.forward()
        • Abs.forward_si()
      • AverageFilter
        • AverageFilter.forward()
        • AverageFilter.forward_si()
      • BackMeanDiff
        • BackMeanDiff.algorithm()
        • BackMeanDiff.construct_hypothesis()
        • BackMeanDiff.model_selector()
      • GaussianFilter
        • GaussianFilter.forward()
        • GaussianFilter.forward_si()
      • Hypothesis
        • Hypothesis.algorithm()
        • Hypothesis.construct_hypothesis()
        • Hypothesis.model_selector()
      • InputDiff
        • InputDiff.forward()
        • InputDiff.forward_si()
      • NN
        • NN.forward()
        • NN.forward_si()
      • Neg
        • Neg.forward()
        • Neg.forward_si()
      • NeighborMeanDiff
        • NeighborMeanDiff.algorithm()
        • NeighborMeanDiff.construct_hypothesis()
        • NeighborMeanDiff.model_selector()
      • Operator
        • Operator.forward()
        • Operator.forward_si()
      • ReferenceMeanDiff
        • ReferenceMeanDiff.algorithm()
        • ReferenceMeanDiff.construct_hypothesis()
        • ReferenceMeanDiff.model_selector()
      • SelectiveInferenceModel
        • SelectiveInferenceModel.algorithm()
        • SelectiveInferenceModel.construct_hypothesis()
        • SelectiveInferenceModel.forward()
        • SelectiveInferenceModel.inference()
        • SelectiveInferenceModel.model_selector()
      • SyntheticDataset
        • SyntheticDataset.data
        • SyntheticDataset.masks
        • SyntheticDataset.labels
      • load()
      • thresholding()