Index
| ! | Synapse.Tensors |
| !? | Synapse.Tensors |
| **. | Synapse.Tensors |
| *. | Synapse.Tensors |
| ++ | Synapse.Tensors.Vec |
| +. | Synapse.Tensors |
| -. | Synapse.Tensors |
| /. | Synapse.Tensors |
| <-> | Synapse.Tensors.Mat |
| <|> | Synapse.Tensors.Mat |
| AbstractLayer | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| activateMat | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| activateScalar | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| Activation | |
| 1 (Type/Class) | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| ActivationFn | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| adamarMul | Synapse.Tensors.Mat |
| addMatRow | Synapse.Tensors |
| allGradients | Synapse.Autograd |
| angleBetween | Synapse.Tensors.Vec |
| BatchedDataset | Synapse.NN.Batching, Synapse.NN |
| batchVectors | Synapse.NN.Batching, Synapse.NN |
| buildSequentialModel | Synapse.NN.Models, Synapse.NN |
| CallbackFnOnBatchBegin | Synapse.NN.Training, Synapse.NN |
| CallbackFnOnBatchEnd | Synapse.NN.Training, Synapse.NN |
| CallbackFnOnEpochBegin | Synapse.NN.Training, Synapse.NN |
| CallbackFnOnEpochEnd | Synapse.NN.Training, Synapse.NN |
| CallbackFnOnTrainBegin | Synapse.NN.Training, Synapse.NN |
| CallbackFnOnTrainEnd | Synapse.NN.Training, Synapse.NN |
| Callbacks | |
| 1 (Type/Class) | Synapse.NN.Training, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Training, Synapse.NN |
| callbacksOnBatchBegin | Synapse.NN.Training, Synapse.NN |
| callbacksOnBatchEnd | Synapse.NN.Training, Synapse.NN |
| callbacksOnEpochBegin | Synapse.NN.Training, Synapse.NN |
| callbacksOnEpochEnd | Synapse.NN.Training, Synapse.NN |
| callbacksOnTrainBegin | Synapse.NN.Training, Synapse.NN |
| callbacksOnTrainEnd | Synapse.NN.Training, Synapse.NN |
| centralize | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| clampMagnitude | Synapse.Tensors.Vec |
| clampMax | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| clampMin | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| clampMinMax | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| colVec | Synapse.Tensors.Mat |
| concat | Synapse.Tensors.Vec |
| cons | Synapse.Tensors.Vec |
| constants | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| Constraint | |
| 1 (Type/Class) | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| ConstraintFn | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| constSymbol | Synapse.Autograd |
| cosineDecay | Synapse.NN.LearningRates, Synapse.NN |
| Dataset | |
| 1 (Type/Class) | Synapse.NN.Batching, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Batching, Synapse.NN |
| datasetSize | Synapse.NN.Batching, Synapse.NN |
| Dense | |
| 1 (Type/Class) | Synapse.NN.Layers.Dense, Synapse.NN.Layers, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Layers.Dense, Synapse.NN.Layers, Synapse.NN |
| denseBias | Synapse.NN.Layers.Dense, Synapse.NN.Layers, Synapse.NN |
| denseConstraints | Synapse.NN.Layers.Dense, Synapse.NN.Layers, Synapse.NN |
| denseRegularizers | Synapse.NN.Layers.Dense, Synapse.NN.Layers, Synapse.NN |
| denseWeights | Synapse.NN.Layers.Dense, Synapse.NN.Layers, Synapse.NN |
| det | Synapse.Tensors.Mat |
| diagonal | Synapse.Tensors.Mat |
| dot | Synapse.Tensors, Synapse.Tensors.Vec |
| DType | Synapse.Tensors |
| elementsMax | Synapse.Tensors |
| elementsMin | Synapse.Tensors |
| elementsProduct | Synapse.Tensors |
| elementsSum | Synapse.Tensors |
| elementwise | Synapse.Tensors.Mat |
| ElementwiseScalarOps | Synapse.Tensors |
| empty | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| emptyCallbacks | Synapse.NN.Training, Synapse.NN |
| exponentialDecay | Synapse.NN.LearningRates, Synapse.NN |
| extend | Synapse.Tensors.Mat |
| extendSingleton | Synapse.Tensors |
| flatten | Synapse.Tensors.Mat |
| for | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| force | Synapse.Tensors.Mat |
| forward | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| fromList | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| fromLists | Synapse.Tensors.Mat |
| fromVec | Synapse.Tensors.Mat |
| generate | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| getGradientsOf | Synapse.Autograd |
| getParameters | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| glorotNormal | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| glorotUniform | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| Gradients | Synapse.Autograd |
| heNormal | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| heUniform | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| Hyperparameters | |
| 1 (Type/Class) | Synapse.NN.Training, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Training, Synapse.NN |
| hyperparametersBatchSize | Synapse.NN.Training, Synapse.NN |
| hyperparametersDataset | Synapse.NN.Training, Synapse.NN |
| hyperparametersEpochs | Synapse.NN.Training, Synapse.NN |
| hyperparametersLearningRate | Synapse.NN.Training, Synapse.NN |
| hyperparametersLoss | Synapse.NN.Training, Synapse.NN |
| hyperparametersMetrics | Synapse.NN.Training, Synapse.NN |
| identity | |
| 1 (Function) | Synapse.Tensors.Mat |
| 2 (Function) | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| imap | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| Index | Synapse.Tensors |
| Indexable | Synapse.Tensors |
| indexCol | Synapse.Tensors.Mat |
| indexRow | Synapse.Tensors.Mat |
| Initializer | |
| 1 (Type/Class) | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| InitializerFn | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| InputSize | |
| 1 (Type/Class) | Synapse.NN.Models, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Models, Synapse.NN |
| inputSize | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| inverse | Synapse.Tensors.Mat |
| inverseTimeDecay | Synapse.NN.LearningRates, Synapse.NN |
| isSingleton | Synapse.Tensors |
| isSubmatrix | Synapse.Tensors.Mat |
| isTransposed | Synapse.Tensors.Mat |
| join | Synapse.Tensors.Mat |
| l1 | Synapse.NN.Layers.Regularizers, Synapse.NN.Layers, Synapse.NN |
| l2 | Synapse.NN.Layers.Regularizers, Synapse.NN.Layers, Synapse.NN |
| Layer | |
| 1 (Type/Class) | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| layerActivation | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| LayerConfiguration | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| layerDense | Synapse.NN.Layers.Dense, Synapse.NN.Layers, Synapse.NN |
| layerDenseWith | Synapse.NN.Layers.Dense, Synapse.NN.Layers, Synapse.NN |
| layerPrefix | Synapse.NN.Models, Synapse.NN |
| LearningRate | |
| 1 (Type/Class) | Synapse.NN.LearningRates, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.LearningRates, Synapse.NN |
| LearningRateFn | Synapse.NN.LearningRates, Synapse.NN |
| lecunNormal | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| lecunUniform | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| lerp | Synapse.Tensors.Vec |
| linearCombination | Synapse.Tensors.Vec |
| logcosh | Synapse.NN.Losses, Synapse.NN |
| Loss | |
| 1 (Type/Class) | Synapse.NN.Losses, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Losses, Synapse.NN |
| LossFn | Synapse.NN.Losses, Synapse.NN |
| lossFnToMetricFn | Synapse.NN.Metrics, Synapse.NN |
| mae | Synapse.NN.Losses, Synapse.NN |
| magnitude | Synapse.Tensors.Vec |
| map | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| mapCol | Synapse.Tensors.Mat |
| mape | Synapse.NN.Losses, Synapse.NN |
| mapRow | Synapse.Tensors.Mat |
| Mat | Synapse.Tensors.Mat |
| matMul | Synapse.Tensors, Synapse.Tensors.Mat |
| MatOps | Synapse.Tensors |
| mean | Synapse.Tensors |
| Metric | |
| 1 (Type/Class) | Synapse.NN.Metrics, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Metrics, Synapse.NN |
| MetricFn | Synapse.NN.Metrics, Synapse.NN |
| minor | Synapse.Tensors.Mat |
| mse | Synapse.NN.Losses, Synapse.NN |
| msle | Synapse.NN.Losses, Synapse.NN |
| nCols | Synapse.Tensors.Mat |
| nElements | Synapse.Tensors.Mat |
| nonNegative | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| norm | Synapse.Tensors |
| normalized | Synapse.Tensors.Vec |
| nParameters | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| nRows | Synapse.Tensors.Mat |
| nthGradient | Synapse.Autograd |
| nthPartialGradient | Synapse.Autograd |
| ones | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| 3 (Function) | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| Optimizer | Synapse.NN.Optimizers, Synapse.NN |
| optimizerInitialParameters | Synapse.NN.Optimizers, Synapse.NN |
| OptimizerParameters | Synapse.NN.Optimizers, Synapse.NN, Synapse.NN |
| optimizerUpdateParameters | Synapse.NN.Optimizers, Synapse.NN |
| optimizerUpdateStep | Synapse.NN.Optimizers, Synapse.NN |
| orthogonal | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| orthogonalized | Synapse.Tensors.Mat |
| outputSize | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| piecewiseConstantDecay | Synapse.NN.LearningRates, Synapse.NN |
| polynomialDecay | Synapse.NN.LearningRates, Synapse.NN |
| randomNormal | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| randomUniform | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| RecordedMetric | |
| 1 (Type/Class) | Synapse.NN.Training, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Training, Synapse.NN |
| Regularizer | |
| 1 (Type/Class) | Synapse.NN.Layers.Regularizers, Synapse.NN.Layers, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Layers.Regularizers, Synapse.NN.Layers, Synapse.NN |
| RegularizerFn | Synapse.NN.Layers.Regularizers, Synapse.NN.Layers, Synapse.NN |
| relu | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| renameSymbol | Synapse.Autograd |
| replicate | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| rowVec | Synapse.Tensors.Mat |
| rref | Synapse.Tensors.Mat |
| safeIndexCol | Synapse.Tensors.Mat |
| safeIndexRow | Synapse.Tensors.Mat |
| Sample | |
| 1 (Type/Class) | Synapse.NN.Batching, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Batching, Synapse.NN |
| sampleInput | Synapse.NN.Batching, Synapse.NN |
| sampleOutput | Synapse.NN.Batching, Synapse.NN |
| SequentialModel | |
| 1 (Type/Class) | Synapse.NN.Models, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Models, Synapse.NN |
| setSize | Synapse.Tensors.Mat |
| SGD | |
| 1 (Type/Class) | Synapse.NN.Optimizers, Synapse.NN |
| 2 (Data Constructor) | Synapse.NN.Optimizers, Synapse.NN |
| sgdMomentum | Synapse.NN.Optimizers, Synapse.NN |
| sgdNesterov | Synapse.NN.Optimizers, Synapse.NN |
| shrink | Synapse.Tensors.Mat |
| shuffleDataset | Synapse.NN.Batching, Synapse.NN |
| sigmoid | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| singleton | Synapse.Tensors, Synapse.Tensors.Vec, Synapse.Tensors.Mat |
| SingletonOps | Synapse.Tensors |
| size | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| snoc | Synapse.Tensors.Vec |
| split | Synapse.Tensors.Mat |
| splitAt | Synapse.Tensors.Vec |
| splitDataset | Synapse.NN.Batching, Synapse.NN |
| squaredMagnitude | Synapse.Tensors.Vec |
| submatrix | Synapse.Tensors.Mat |
| swapCols | Synapse.Tensors.Mat |
| swapRows | Synapse.Tensors.Mat |
| Symbol | |
| 1 (Type/Class) | Synapse.Autograd |
| 2 (Data Constructor) | Synapse.Autograd |
| symbol | Synapse.Autograd |
| symbolGradients | Synapse.Autograd |
| Symbolic | Synapse.Autograd |
| symbolicBinaryOp | Synapse.Autograd |
| symbolicForward | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| symbolicN | Synapse.Autograd |
| symbolicOne | Synapse.Autograd |
| symbolicUnaryOp | Synapse.Autograd |
| symbolicZero | Synapse.Autograd |
| SymbolIdentifier | |
| 1 (Type/Class) | Synapse.Autograd |
| 2 (Data Constructor) | Synapse.Autograd |
| symbolIdentifier | Synapse.Autograd |
| SymbolMat | Synapse.Autograd |
| SymbolVec | Synapse.Autograd |
| toLists | Synapse.Tensors.Mat |
| train | Synapse.NN.Training, Synapse.NN |
| transpose | Synapse.Tensors, Synapse.Tensors.Mat |
| unActivation | Synapse.NN.Layers.Activations, Synapse.NN.Layers, Synapse.NN |
| unConstraint | Synapse.NN.Layers.Constraints, Synapse.NN.Layers, Synapse.NN |
| unDataset | Synapse.NN.Batching, Synapse.NN |
| unGradients | Synapse.Autograd |
| unInitializer | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| unLearningRate | Synapse.NN.LearningRates, Synapse.NN |
| unLoss | Synapse.NN.Losses, Synapse.NN |
| unMetric | Synapse.NN.Metrics, Synapse.NN |
| unRecordedMetric | Synapse.NN.Training, Synapse.NN |
| unRegularizer | Synapse.NN.Layers.Regularizers, Synapse.NN.Layers, Synapse.NN |
| unsafeIndex | Synapse.Tensors |
| unSequentialModel | Synapse.NN.Models, Synapse.NN |
| unSingleton | Synapse.Tensors |
| unSymbol | Synapse.Autograd |
| unSymbolIdentifier | Synapse.Autograd |
| unVec | Synapse.Tensors.Vec |
| updateParameters | Synapse.NN.Layers.Layer, Synapse.NN.Layers, Synapse.NN |
| Vec | |
| 1 (Type/Class) | Synapse.Tensors.Vec |
| 2 (Data Constructor) | Synapse.Tensors.Vec |
| VecDataset | Synapse.NN.Batching, Synapse.NN |
| VecOps | Synapse.Tensors |
| wrt | Synapse.Autograd |
| zeroes | |
| 1 (Function) | Synapse.Tensors.Vec |
| 2 (Function) | Synapse.Tensors.Mat |
| 3 (Function) | Synapse.NN.Layers.Initializers, Synapse.NN.Layers, Synapse.NN |
| zip | Synapse.Tensors.Vec |
| zipWith | Synapse.Tensors.Vec |