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openGPMP
Open Source Mathematics Package
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▼Ngpmp | The source C++ openGPMP namespace |
▼Naccl | |
CCUDAmtx | Features CUDA GPU acceleration methods related to matrix operations |
CCLmtx | OpenCL GPU Matrix operations wrapper class |
▼Ncore | |
►Nrndm | |
CDataTable | |
CThreadPool | |
CThreadDispatch | A class that provides a function to dispatch a function call to a thread pool and return a future object for obtaining the result |
CTypeCast | |
CLogger | |
CMisc | A class containing miscellaneous utility functions |
▼Nlinalg | |
CDGEMM | Class for performing matrix multiplication on double type arrays |
CIGEMM | Class for performing matrix multiplication on int type arrays |
CSGEMM | Class for performing matrix multiplication on float type arrays |
CEigen | Class for computing eigenvalues of a matrix |
CLinSys | Class for solving linear systems and performing matrix operations |
CMtx | Mtx class offers matrix arithmetic operations. Some methods are element-wise while others make use of grouping and unrolling |
CMatrix | Matrix and Scalar operations |
Cmtx | Matrix struct |
CSVD | |
CTensor | Represents a 3D tensor with basic operations |
▼Nml | Namespace for openGPMP Machine Learning |
CActivation | Activation Methods |
CBayesClf | Bayes Classifier Class based on assumptions of independence |
CBayesBernoulli | |
CBayesGauss | |
CBayesMultiNom | |
CAutoEncoder | A simple implementation of a vanilla autoencoder |
CSparseAutoEncoder | SparseAutoEncoder class, a derived class from AutoEncoder |
CDenoisingAutoEncoder | DenoisingAutoEncoder class, a derived class from AutoEncoder |
CContractiveAutoEncoder | ContractiveAutoEncoder class, a derived class from AutoEncoder |
CMDLAutoEncoder | MDLAutoEncoder Minimal Description Length class, a derived class from AutoEncoder |
CConcreteAutoEncoder | ConcreteAutoEncoder class, a derived class from AutoEncoder |
CVariationalAutoEncoder | VariationalAutoEncoder class, a derived class from AutoEncoder |
CRecurrentAutoEncoder | RecurrentAutoEncoder class, a derived class from AutoEncoder |
CFullAutoEncoder | FullAutoEncoder class, a derived class from AutoEncoder |
CKfold | Represents a k-fold cross-validation utility |
CKNN | Represents a K Nearest Neighbors (KNN) classifier |
CKohonenNet | Kohonen Neural Network Cluster Class |
CLinearRegression | |
CLogReg | Represents a Logistic Regression classifier |
Cneuron | |
Clayer | |
CPrimaryMLP | Primary Multi-Layer Perceptron Class |
CSecondaryMLP | Secondary Multi-Layer Perceptron Class making use of the Linear Algebra module |
CRegularize | |
CStats | |
CSVC | Support Vector Classifier (SVC) for binary classification using Stochastic Gradient Descent |
CTrainers | Training Algorithms |
▼Nnt | |
CRC5 | RC5 encryption and decryption class |
CRedPike | Class for encryption and decryption using the RedPike algorithm |
▼Noptim | |
CFunc | A class containing various utility functions and optimization methods |
CQuasiNewton | Class implementing Quasi-Newton optimization methods |
▼Nstats | |
CCDF | Class providing methods for computing cumulative distribution functions (CDFs) |
CDescribe | A class providing methods for descriptive statistics |
CHypothesisTest | A class for conducting various statistical hypothesis tests |
CPDF | Class representing Probability Distribution Functions (PDFs) |
CProbDist | |
CResampling | A class providing various resampling methods for statistical analysis |
CArith | Arithmetic Basics |
CBasics | Arithmetic Operations |
CNumericalAnalysis | |
CTerm | Represents a term in a polynomial |
CDifferential | Calculus Class with methods pertaining to basic operations |
CComb | A class providing various combinatorial functions and algorithms |
CGraph | |
CCipher | |
CEuclideanDivision | |
CFactorization | |
CGCDS | |
CLogarithms | |
CPrimalityGen | |
CPrimalityTest | |
CRC4 | |
CSquares | |
▼Npygpmp | Python API for openGPMP |
▼Narithmetic | |
►Narithmetic | |
▼Ncalculus | |
►Ncalculus | |
▼Ncore | |
►Ncore | |
▼Nlinalg | |
►Nlinalg | |
▼Nml | |
►Nml | |
▼Nnt | |
►Nnt | |
▼Npython | |
Narithmetic | |
Ncipher_ex | |
Nlinalg | |
Nnt_ex | |
Nrc4_ex | |
Ntest_linalg |