├── README.md ├── algo ├── LogisticCircuit.py ├── LogisticRegression.py └── __init__.py ├── balanced.vtree ├── learn.py ├── pretrained_models └── mnist.circuit ├── structure ├── AndGate.py ├── CircuitNode.py ├── Vtree.py └── __init__.py └── util ├── DataSet.py ├── __init__.py ├── generate_balanced_vtree.py └── mnist_data.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/README.md -------------------------------------------------------------------------------- /algo/LogisticCircuit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/algo/LogisticCircuit.py -------------------------------------------------------------------------------- /algo/LogisticRegression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/algo/LogisticRegression.py -------------------------------------------------------------------------------- /algo/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /balanced.vtree: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/balanced.vtree -------------------------------------------------------------------------------- /learn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/learn.py -------------------------------------------------------------------------------- /pretrained_models/mnist.circuit: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/pretrained_models/mnist.circuit -------------------------------------------------------------------------------- /structure/AndGate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/structure/AndGate.py -------------------------------------------------------------------------------- /structure/CircuitNode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/structure/CircuitNode.py -------------------------------------------------------------------------------- /structure/Vtree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/structure/Vtree.py -------------------------------------------------------------------------------- /structure/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /util/DataSet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/util/DataSet.py -------------------------------------------------------------------------------- /util/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /util/generate_balanced_vtree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/util/generate_balanced_vtree.py -------------------------------------------------------------------------------- /util/mnist_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UCLA-StarAI/LogisticCircuit/HEAD/util/mnist_data.py --------------------------------------------------------------------------------