decent_bench

• decent_bench.metrics
  • decent_bench.metrics.metric_utils
  • decent_bench.metrics.plot_metrics
  • decent_bench.metrics.table_metrics
• decent_bench.utils
  • decent_bench.utils.logger
  • decent_bench.utils.progress_bar

• decent_bench.agent
  • Agent
  • AgentMetricsView
• decent_bench.benchmark
  • benchmark()
• decent_bench.benchmark_problem
  • BenchmarkProblem
  • create_regression_problem()
• decent_bench.centralized_algorithms
  • gradient_descent()
  • accelerated_gradient_descent()
  • proximal_solver()
• decent_bench.cost_functions
  • CostFunction
  • QuadraticCost
  • LinearRegressionCost
  • LogisticRegressionCost
  • SumCost
• decent_bench.datasets
  • A
  • b
  • DatasetPartition
  • Dataset
  • SyntheticClassificationData
• decent_bench.distributed_algorithms
  • DstAlgorithm
  • DGD
  • GT1
  • GT2
  • ADMM
• decent_bench.network
  • Network
  • create_distributed_network()
• decent_bench.schemes
  • AgentActivationScheme
  • AlwaysActive
  • UniformActivationRate
  • CompressionScheme
  • NoCompression
  • Quantization
  • DropScheme
  • NoDrops
  • UniformDropRate
  • NoiseScheme
  • NoNoise
  • GaussianNoise