[shark] 68/79: fixed some typos

[Ghislain Vaillant]

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ghisvail-guest pushed a commit to branch master
in repository shark.

commit fc2a1853ca611031ddd06cb4130028bf2e2ac3dc
Author: Oswin Krause <oswin.krause at di.ku.dk>
Date:   Wed Oct 28 15:24:26 2015 +0100

    fixed some typos
---
 include/shark/LinAlg/Impl/solveSystem.inl | 2 +-
 include/shark/Models/Autoencoder.h        | 2 +-
 include/shark/Models/LinearModel.h        | 2 +-
 include/shark/Models/TiedAutoencoder.h    | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/include/shark/LinAlg/Impl/solveSystem.inl b/include/shark/LinAlg/Impl/solveSystem.inl
index 822358d..6bc7897 100644
--- a/include/shark/LinAlg/Impl/solveSystem.inl
+++ b/include/shark/LinAlg/Impl/solveSystem.inl
@@ -277,7 +277,7 @@ void shark::blas::solveSymmSemiDefiniteSystemInPlace(
 		symm_prod(trans(L),LTL);
 		
 		//compute Z= L^TB
-		RealMatrix Z = prod(trans(L),B,Z);
+		RealMatrix Z = prod(trans(L),B);
 		
 		//compute cholesky factor of L^TL
 		RealMatrix LTLcholesky(rank,rank);
diff --git a/include/shark/Models/Autoencoder.h b/include/shark/Models/Autoencoder.h
index 0a2912b..fc9a3b3 100644
--- a/include/shark/Models/Autoencoder.h
+++ b/include/shark/Models/Autoencoder.h
@@ -178,7 +178,7 @@ public:
 			std::size_t numOutputs = decoderMatrix().size1();
 			outputs.resize(numPatterns,numOutputs);
 			outputs.clear();
-			noalias(outputs) = prod(patterns,trans(decoderMatrix()),outputs) + repeat(outputBias(),numPatterns);
+			noalias(outputs) = prod(patterns,trans(decoderMatrix())) + repeat(outputBias(),numPatterns);
 			noalias(outputs) = m_outputNeuron(outputs);
 		}
 	}
diff --git a/include/shark/Models/LinearModel.h b/include/shark/Models/LinearModel.h
index 5042768..a787dc1 100644
--- a/include/shark/Models/LinearModel.h
+++ b/include/shark/Models/LinearModel.h
@@ -177,7 +177,7 @@ public:
 	void eval(BatchInputType const& inputs, BatchOutputType& outputs)const{
 		outputs.resize(inputs.size1(),m_matrix.size1());
 		//we multiply with a set of row vectors from the left
-		noalias(gradient) = prod(inputs,trans(m_matrix));
+		noalias(outputs) = prod(inputs,trans(m_matrix));
 		if (hasOffset()){
 			noalias(outputs)+=repeat(m_offset,inputs.size1());
 		}
diff --git a/include/shark/Models/TiedAutoencoder.h b/include/shark/Models/TiedAutoencoder.h
index 45d3b47..d612a56 100644
--- a/include/shark/Models/TiedAutoencoder.h
+++ b/include/shark/Models/TiedAutoencoder.h
@@ -178,7 +178,7 @@ public:
 			SIZE_CHECK(patterns.size2() == decoderMatrix().size2());
 			std::size_t numOutputs = decoderMatrix().size1();
 			outputs.resize(numPatterns,numOutputs);
-			noalias(outputs) = prod(patterns,trans(decoderMatrix()),outputs) + repeat(outputBias(),numPatterns);
+			noalias(outputs) = prod(patterns,trans(decoderMatrix())) + repeat(outputBias(),numPatterns);
 			noalias(outputs) = m_outputNeuron(outputs);
 		}
 	}

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