Documentation

Public API:

• scnn.optimize
  • optimize()
  • optimize_model()
  • optimize_path()
• scnn.models
  • ConvexGatedReLU
  • ConvexReLU
  • GatedModel
  • LinearModel
  • Model
  • NonConvexGatedReLU
  • NonConvexReLU
• scnn.regularizers
  • FeatureGL1
  • L1
  • L2
  • NeuronGL1
  • Regularizer
• scnn.solvers
  • AL
  • ApproximateConeDecomposition
  • CVXPYSolver
  • ExactConeDecomposition
  • LeastSquaresSolver
  • Optimizer
  • RFISTA
• scnn.metrics
  • Metrics
• scnn.loss_functions
  • SquaredLoss
• scnn.activations
  • compute_activation_patterns()
  • generate_index_lists()
  • sample_convolutional_gates()
  • sample_dense_gates()
  • sample_gate_vectors()
  • sample_sparse_gates()