Add deleteColumn and createCudaVectorMatrix.

src/Function1D.cu

@@ -1433,3 +1433,50 @@ CudaMatrix Aurora::xcorr(const CudaMatrix& aMatrix1, const CudaMatrix& aMatrix2)
 
     return CudaMatrix::fromRawData(data, size);
 }
+
+CudaMatrix Aurora::deleteColumn(const CudaMatrix& aMatrix, int aColumnIndex)
+{
+    int rows = aMatrix.getDimSize(0);
+    int columns = aMatrix.getDimSize(1);
+    if (aColumnIndex < 0 || aColumnIndex >= columns)
+    {
+        return aMatrix;
+    }
+
+    float* resultData = nullptr;
+    cudaMalloc((void**)&resultData, sizeof(float) * rows* (columns-1));
+    if(aColumnIndex == 0)
+    {
+        cudaMemcpy(resultData, aMatrix.getData() + rows, sizeof(float) * rows* (columns-1), cudaMemcpyDeviceToDevice);
+    }
+    else if(aColumnIndex == (columns - 1))
+    {
+        cblas_scopy(rows* (columns-1), aMatrix.getData(), 1, resultData, 1);
+        cudaMemcpy(resultData, aMatrix.getData(), sizeof(float) * rows* (columns-1), cudaMemcpyDeviceToDevice);
+    }
+    else
+    {
+        cudaMemcpy(resultData, aMatrix.getData(), sizeof(float) * rows * aColumnIndex, cudaMemcpyDeviceToDevice);
+        cudaMemcpy(resultData + rows * aColumnIndex, aMatrix.getData() + rows * (aColumnIndex + 1), sizeof(float) * rows * (columns - aColumnIndex - 1), cudaMemcpyDeviceToDevice);
+    }
+
+    return CudaMatrix::fromRawData(resultData, rows, columns-1);
+}
+
+CudaMatrix Aurora::createCudaVectorMatrix(float aStartValue, float aStepValue, float aEndValue)
+{
+    std::vector<float> matrixData;
+    float tempValue = aStartValue;
+    matrixData.push_back(tempValue);
+    long long compare1 = std::round(aEndValue * 10e13);
+    long long compare2 = std::round(tempValue * 10e13);
+    while(std::round(tempValue* 10e13) <= compare1)
+    {
+        tempValue += aStepValue;
+        matrixData.push_back(tempValue);
+        compare2 = std::round(tempValue * 10e14);
+    }
+    matrixData.pop_back();
+
+    return Matrix::copyFromRawData(matrixData.data(), 1, matrixData.size()).toDeviceMatrix();
+}

src/Function1D.cuh

@@ -82,6 +82,10 @@ namespace Aurora
     CudaMatrix reshape(const CudaMatrix& aMatrix, int aRows, int aColumns, int aSlices);
 
     CudaMatrix xcorr(const CudaMatrix& aMatrix1, const CudaMatrix& aMatrix2);
+     
+    CudaMatrix deleteColumn(const CudaMatrix& aMatrix, int aColumnIndex);
+
+    CudaMatrix createCudaVectorMatrix(float aStartValue, float aStepValue, float aEndValue);
 
      /**
      * 将所有nan值设置为特定值