The libscientific documentation

• What is libscientific?
  • What can I do with libscientific?
  • History
  • Integration with other open-source projects
  • Licensing
• Install
  • Requirements
  • Installation process
  • Packages
• Getting started in C
  • Compile a program that use libscientific
• Vector operations
  • Create/Allocate a vector
  • Append a value to a given vector
  • Work with string vectors
• Matrix operations
  • Create/Allocate a matrix with a specific size
  • Initialize an empty matrix and append a row/column to it
  • Matrix x Column vector dot product
  • Transpose a matrix
  • Invert a matrix
  • Calculate eigenvectors and eigenvalues of a matrix
  • Singular Value Decomposition of a square matrix
• Tensor operations
  • Create/Allocate a tensor with a specific size
  • Initialize an empty tensor and append different matrix to it
• Multivariate analysis algorithms
  • Principal Component Analysis (PCA)
  • Consensus Principal Component Analysis (CPCA)
  • Partial Least Squares (PLS)
• Model persistence and serialization (.lsm and .lsb)
  • Saving and loading a single model (.lsm)
  • Working with multi-model bundles (.lsb)
• Getting started in Python
  • Use libscientific in python
• Vector operations
  • Create a vector in python
  • Append a value to a given vector
• Matrix operations
  • Create a matrix in python
• Tensor operations
  • Create a tensor in python
• Multivariate analysis algorithms
  • Principal Component Analysis (PCA)
  • Consensus Principal Component Analysis (CPCA)
  • Partial Least Squares (PLS)
• Model persistence and serialization (.lsm and .lsb)
  • Saving and loading a single model (.lsm)
  • Working with multi-model bundles (.lsb)
• Licensing
• C API Reference
  • Double Vector Functions
  • Unsigned int Vector Functions
  • Int Vector Functions
  • String Vector Functions
  • Matrix Functions
  • Tensor Functions
  • PCA Functions
  • CPCA Functions
  • PLS Functions
  • MLR Functions
  • LDA Functions
  • UPCA Functions
  • Model Container I/O Functions
• Python API Reference
  • libscientific.matrix module
  • libscientific.tensor module
  • libscientific.vectlist module
  • libscientific.vector module
  • libscientific.clustering module
  • libscientific.cpca module
  • libscientific.interpolate module
  • libscientific.loadlibrary module
  • libscientific.misc module
  • libscientific.pca module
  • libscientific.pls module
  • libscientific.model_io module
  • Module contents

Indices and tables

• Index

• Module Index

• Search Page