19 references to DifferentiableFunction
Microsoft.ML.StandardTrainers (19)
Optimizer\DifferentiableFunction.cs (5)
171public static float Test(DifferentiableFunction f, in VBuffer<float> x) 184public static float Test(DifferentiableFunction f, in VBuffer<float> x, bool quiet) 249public static void TestAllCoords(DifferentiableFunction f, in VBuffer<float> x) 288public static void TestCoords(DifferentiableFunction f, in VBuffer<float> x, IList<int> coords) 330public static float Test(DifferentiableFunction f, in VBuffer<float> x, ref VBuffer<float> dir, bool quiet,
Optimizer\L1Optimizer.cs (4)
44internal override OptimizerState MakeState(IChannel ch, IProgressChannelProvider progress, DifferentiableFunction function, ref VBuffer<float> initial) 71private readonly DifferentiableFunction _function; 75internal L1OptimizerState(IChannel ch, IProgressChannelProvider progress, DifferentiableFunction function, in VBuffer<float> initial, int m, long totalMemLimit, 90public override DifferentiableFunction Function
Optimizer\Optimizer.cs (7)
93internal virtual OptimizerState MakeState(IChannel ch, IProgressChannelProvider progress, DifferentiableFunction function, ref VBuffer<float> initial) 100public override DifferentiableFunction Function { get; } 102internal FunctionOptimizerState(IChannel ch, IProgressChannelProvider progress, DifferentiableFunction function, in VBuffer<float> initial, int m, 142public abstract DifferentiableFunction Function { get; } 573public void Minimize(DifferentiableFunction function, ref VBuffer<float> initial, float tolerance, ref VBuffer<float> result, out float optimum) 587public void Minimize(DifferentiableFunction function, ref VBuffer<float> initial, ref VBuffer<float> result, out float optimum) 601public void Minimize(DifferentiableFunction function, ref VBuffer<float> initial, ITerminationCriterion term, ref VBuffer<float> result, out float optimum)
Optimizer\SgdOptimizer.cs (3)
312private readonly DifferentiableFunction _func; 316public LineFunc(DifferentiableFunction function, in VBuffer<float> initial, bool useCG = false) 363public void Minimize(DifferentiableFunction function, in VBuffer<float> initial, ref VBuffer<float> result)