Uses of Interface
org.episteme.core.technical.backend.Backend

Packages that use Backend

Package	Description
org.episteme.client.client.mathematics.linearalgebra.backends
org.episteme.core.distributed.backends
org.episteme.core.io.backends
org.episteme.core.mathematics.linearalgebra.backends
org.episteme.core.mathematics.linearalgebra.providers
org.episteme.core.mathematics.linearalgebra.tensors
org.episteme.core.mathematics.linearalgebra.tensors.backends
org.episteme.core.mathematics.ml.backends
org.episteme.core.mathematics.ml.neural.backends
org.episteme.core.media	Core functionality for the org.episteme.core.media package in the Episteme library.
org.episteme.core.media.audio.backends
org.episteme.core.media.backends
org.episteme.core.media.video.backends
org.episteme.core.media.vision.backends
org.episteme.core.technical.backend	Provides a Service Provider Interface (SPI) for implementing
org.episteme.core.technical.backend.cpu	Provides the default CPU backend using pure Java.
org.episteme.core.technical.backend.distributed
org.episteme.core.technical.backend.gpu
org.episteme.core.technical.backend.simd
org.episteme.core.ui.viewers.mathematics.analysis.plotting
org.episteme.core.ui.viewers.mathematics.analysis.plotting.backends
org.episteme.core.ui.viewers.mathematics.discrete
org.episteme.core.ui.viewers.mathematics.discrete.backends
org.episteme.nativ.io.backends
org.episteme.nativ.mathematics.analysis.fft.backends
org.episteme.nativ.mathematics.linearalgebra.backends
org.episteme.nativ.mathematics.linearalgebra.tensors.backends
org.episteme.nativ.mathematics.tensors.backends
org.episteme.nativ.media.audio.backends
org.episteme.nativ.media.backends
org.episteme.nativ.media.video.backends
org.episteme.nativ.media.vision.backends
org.episteme.nativ.physics.classical.matter.fluids.backends
org.episteme.nativ.physics.classical.mechanics.collision.backends
org.episteme.nativ.physics.classical.mechanics.nbody.backends
org.episteme.nativ.physics.classical.mechanics.simulation.backends
org.episteme.nativ.physics.quantum.backends
org.episteme.nativ.ui.viewers.mathematics.analysis.plotting.backends
org.episteme.natural.physics.classical.mechanics.collision
org.episteme.natural.physics.quantum.backends
org.episteme.natural.technical.backend.quantum
org.episteme.natural.ui.viewers.chemistry
org.episteme.natural.ui.viewers.chemistry.backends
org.episteme.social.ui.viewers.geography
org.episteme.social.ui.viewers.geography.backends

Uses of Backend in org.episteme.client.client.mathematics.linearalgebra.backends

Classes in org.episteme.client.client.mathematics.linearalgebra.backends that implement Backend

Modifier and Type	Class	Description
class	GRPCLinearAlgebraBackend<E>	A LinearAlgebraProvider that offloads operations to a remote gRPC service.

Uses of Backend in org.episteme.core.distributed.backends

Classes in org.episteme.core.distributed.backends that implement Backend

Modifier and Type	Class	Description
class	MPIDistributedBackend	MPI Distributed Computing Backend.
class	SparkDistributedBackend	Apache Spark Distributed Computing Backend.

Uses of Backend in org.episteme.core.io.backends

Classes in org.episteme.core.io.backends that implement Backend

Modifier and Type	Class	Description
class	HDF5IOBackend	HDF5 I/O backend using the JHDF library.

Uses of Backend in org.episteme.core.mathematics.linearalgebra.backends

Subinterfaces of Backend in org.episteme.core.mathematics.linearalgebra.backends

Modifier and Type	Interface	Description
interface	LinearAlgebraBackend<E>	Interface for linear algebra backends.

Classes in org.episteme.core.mathematics.linearalgebra.backends that implement Backend

Modifier and Type	Class	Description
class	ColtBackend<E>	CPU compute backend for the Colt high-performance scientific computing library.
class	CommonsMathBackend<E>	CPU compute backend for Apache Commons Math.
class	EJMLBackend<E>	CPU compute backend for EJML (Efficient Java Matrix Library).
class	EpistemeLinearAlgebraBackend<E>	Unified CPU backend for Episteme linear algebra.
class	JBlasBackend<E>	CPU compute backend for JBlas (Java BLAS).

Uses of Backend in org.episteme.core.mathematics.linearalgebra.providers

Classes in org.episteme.core.mathematics.linearalgebra.providers that implement Backend

Modifier and Type	Class	Description
class	CARMALinearAlgebraProvider<E>	Linear Algebra Provider that forces the use of the CARMA algorithm.
class	CPUDenseLinearAlgebraProvider<E>
class	CPUSparseLinearAlgebraProvider<E>	Linear Algebra Provider for Sparse Matrices (CPU).
class	DistributedLinearAlgebraProvider<E>	Linear algebra provider that delegates to distributed algorithms when appropriate.
class	StandardLinearAlgebraProvider<E>	Linear Algebra Provider that forces the use of the Standard (Naive/Recursive) algorithm.
class	StrassenLinearAlgebraProvider<E>	Linear Algebra Provider that forces the use of the Strassen algorithm.

Uses of Backend in org.episteme.core.mathematics.linearalgebra.tensors

Subinterfaces of Backend in org.episteme.core.mathematics.linearalgebra.tensors

Modifier and Type	Interface	Description
interface	TensorBackend	Service Provider Interface for tensor implementations.

Uses of Backend in org.episteme.core.mathematics.linearalgebra.tensors.backends

Classes in org.episteme.core.mathematics.linearalgebra.tensors.backends that implement Backend

Modifier and Type	Class	Description
class	CPUDenseTensorBackend	Native (pure Java) tensor provider.
class	CPUSparseTensorBackend

Uses of Backend in org.episteme.core.mathematics.ml.backends

Classes in org.episteme.core.mathematics.ml.backends that implement Backend

Modifier and Type	Class	Description
class	ONNXBackend	ONNX Runtime inference backend.

Uses of Backend in org.episteme.core.mathematics.ml.neural.backends

Classes in org.episteme.core.mathematics.ml.neural.backends that implement Backend

Modifier and Type	Class	Description
class	ONNXRuntimeBackend	Provider for running ONNX (Open Neural Network Exchange) models.

Uses of Backend in org.episteme.core.media

Subinterfaces of Backend in org.episteme.core.media

Modifier and Type	Interface	Description
interface	AudioBackend	Universal interface for audio backends (standard, scientific, creative).
interface	VideoBackend	Universal interface for video backends (playback, frame grabbing, analysis).
interface	VisionBackend	Interface for Vision Backends.

Uses of Backend in org.episteme.core.media.audio.backends

Classes in org.episteme.core.media.audio.backends that implement Backend

Modifier and Type	Class	Description
class	JavaSoundAudioBackend	Standard backend using JavaSound API.
class	MinimAudioBackend	Minim Backend (Creative Coding).
class	MulticoreAudioBackend	High-performance AudioBackend using Java Parallel Streams.
class	TarsosAudioBackend	TarsosDSP Backend (Scientific Analysis).

Uses of Backend in org.episteme.core.media.backends

Classes in org.episteme.core.media.backends that implement Backend

Modifier and Type	Class	Description
class	JavaCVMediaBackend	JavaCV (FFmpeg) Media Backend for multi-purpose usage (audio/video/vision).
class	VLCJMediaBackend	VLCJ (Native VLC) Media Backend for multi-purpose usage (audio/video/vision).

Uses of Backend in org.episteme.core.media.video.backends

Classes in org.episteme.core.media.video.backends that implement Backend

Modifier and Type	Class	Description
class	MulticoreVideoBackend	Multicore CPU Video Backend using Java Parallel Streams for analysis.

Uses of Backend in org.episteme.core.media.vision.backends

Classes in org.episteme.core.media.vision.backends that implement Backend

Modifier and Type	Class	Description
class	JavaAWTVisionBackend	Basic VisionAlgorithmProvider using standard Java AWT (BufferedImage).
class	MulticoreVisionBackend	Implementation of VisionBackend and VisionAlgorithmProvider using Java Parallel Streams (multicore CPU).

Uses of Backend in org.episteme.core.technical.backend

Classes in org.episteme.core.technical.backend with type parameters of type Backend

Modifier and Type	Class	Description
class	AbstractBackendManager<T extends Backend>	Abstract base class for managing a set of backends of a specific type.

Subinterfaces of Backend in org.episteme.core.technical.backend

Modifier and Type	Interface	Description
interface	ComputeBackend	Service Provider Interface for pluggable compute backends.

Subclasses with type arguments of type Backend in org.episteme.core.technical.backend

Modifier and Type	Class	Description
class	BackendManager	Global registry and manager for all discoverable backends.

Fields in org.episteme.core.technical.backend declared as Backend

Modifier and Type	Field	Description
protected T	AbstractBackendManager.defaultBackend

Methods in org.episteme.core.technical.backend that return Backend

Modifier and Type	Method	Description
static Backend	BackendManager.staticGetDefault()	Returns the default backend.
static Backend	BackendManager.staticSelect(String name)	Selects a backend by name.

Methods in org.episteme.core.technical.backend that return types with arguments of type Backend

Modifier and Type	Method	Description
List<Backend>	BackendDiscovery.getAvailableProvidersByType(String type)
Optional<Backend>	BackendDiscovery.getBestProvider(String type)
Optional<Backend>	BackendDiscovery.getPreferredProvider(String type)
Optional<Backend>	BackendDiscovery.getProvider(String type, String id)
List<Backend>	BackendDiscovery.getProviders()
List<Backend>	BackendDiscovery.getProvidersByType(String type)
static Collection<Backend>	BackendManager.staticAllBackends()	Returns all registered backends.
static List<Backend>	BackendManager.staticGetProvidersByType(String type)	Returns providers by type using Discovery.

Methods in org.episteme.core.technical.backend with parameters of type Backend

Modifier and Type	Method	Description
static void	BackendManager.staticRegister(Backend backend)	Registers a backend.

Uses of Backend in org.episteme.core.technical.backend.cpu

Subinterfaces of Backend in org.episteme.core.technical.backend.cpu

Modifier and Type	Interface	Description
interface	CPUBackend	Marker interface for CPU-based compute backends.

Classes in org.episteme.core.technical.backend.cpu that implement Backend

Modifier and Type	Class	Description
class	DefaultCPUBackend	Default (always-available) CPU compute backend.

Uses of Backend in org.episteme.core.technical.backend.distributed

Subinterfaces of Backend in org.episteme.core.technical.backend.distributed

Modifier and Type	Interface	Description
interface	DistributedBackend	Backend interface for distributed computing systems.

Uses of Backend in org.episteme.core.technical.backend.gpu

Subinterfaces of Backend in org.episteme.core.technical.backend.gpu

Modifier and Type	Interface	Description
interface	GPUBackend	GPU device management backend using CUDA or OpenCL.

Uses of Backend in org.episteme.core.technical.backend.simd

Subinterfaces of Backend in org.episteme.core.technical.backend.simd

Modifier and Type	Interface	Description
interface	SIMDBackend	Interface for SIMD-accelerated compute backends.

Uses of Backend in org.episteme.core.ui.viewers.mathematics.analysis.plotting

Subinterfaces of Backend in org.episteme.core.ui.viewers.mathematics.analysis.plotting

Modifier and Type	Interface	Description
interface	PlottingBackend	Interface for analytical plotting backends (2D/3D).

Methods in org.episteme.core.ui.viewers.mathematics.analysis.plotting that return types with arguments of type Backend

Modifier and Type	Method	Description
static List<Backend>	PlotFactory.getAvailableBackends()	Returns all discovered plotting backend providers.
static List<Backend>	PlotFactory.getLoadedBackends()	Returns only the available (loaded) plotting backends.

Uses of Backend in org.episteme.core.ui.viewers.mathematics.analysis.plotting.backends

Classes in org.episteme.core.ui.viewers.mathematics.analysis.plotting.backends that implement Backend

Modifier and Type	Class	Description
class	CPUJzy3dPlot3DBackend	Backend for Jzy3D 3D plotting.
class	JavaFXPlot2DBackend	Backend for JavaFX 2D plotting.
class	JavaFXPlot3DBackend	Backend for JavaFX 3D plotting.
class	JFreeChartPlot2DBackend	Backend for JFreeChart 2D plotting.
class	XChartPlot2DBackend	Backend for XChart 2D plotting.

Uses of Backend in org.episteme.core.ui.viewers.mathematics.discrete

Subinterfaces of Backend in org.episteme.core.ui.viewers.mathematics.discrete

Modifier and Type	Interface	Description
interface	GraphBackend	Interface for graph rendering backends.

Uses of Backend in org.episteme.core.ui.viewers.mathematics.discrete.backends

Classes in org.episteme.core.ui.viewers.mathematics.discrete.backends that implement Backend

Modifier and Type	Class	Description
class	GraphStreamBackend
class	JavaFXGraphBackend
class	JGraphTBackend	Backend for JGraphT library.

Uses of Backend in org.episteme.nativ.io.backends

Classes in org.episteme.nativ.io.backends that implement Backend

Modifier and Type	Class	Description
class	NativeArrowBackend	Native Data Backend using Panama FFM bindings for Apache Arrow / Parquet.

Uses of Backend in org.episteme.nativ.mathematics.analysis.fft.backends

Classes in org.episteme.nativ.mathematics.analysis.fft.backends that implement Backend

Modifier and Type	Class	Description
class	NativeFFTBackend	FFTW3 implementation of FFTProvider using Project Panama.
class	NativeOpenCLFFTBackend	OpenCL implementation of FFTProvider using a Direct Fourier Transform (DFT) kernel.

Uses of Backend in org.episteme.nativ.mathematics.linearalgebra.backends

Classes in org.episteme.nativ.mathematics.linearalgebra.backends that implement Backend

Modifier and Type	Class	Description
class	AbstractNativeCPULinearAlgebraBackend<E>	Standalone Native Linear Algebra backend using bundled episteme_native library.
class	AbstractNativeFFMBLASBackend<E>	Abstract base for High-Performance Native BLAS Backend using Project Panama (FFM).
class	AbstractNativeSIMDLinearAlgebraBackend<E>	SIMD-accelerated Linear Algebra Backend for Real numbers using JDK Vector API.
class	NativeCPULinearAlgebraComplexBackend	Concrete Native CPU-BLAS provider for Complex numbers.
class	NativeCPULinearAlgebraRealBackend	Concrete Native CPU-BLAS provider for Real numbers.
class	NativeCUDADenseLinearAlgebraDoubleBackend<E extends FieldElement<E>>	Native CUDA Dense Linear Algebra Backend for Double precision.
class	NativeCUDADenseLinearAlgebraFloatBackend<E extends FieldElement<E>>	Native CUDA Dense Linear Algebra Backend for Float precision.
class	NativeCUDASparseLinearAlgebraDoubleBackend<E extends FieldElement<E>>	Native CUDA Sparse Linear Algebra Backend for Double precision.
class	NativeCUDASparseLinearAlgebraFloatBackend<E extends FieldElement<E>>	Native CUDA Sparse Linear Algebra Backend for Float precision.
class	NativeFFMBLASComplexBackend	Native FFM BLAS/LAPACK provider specialized for Complex numbers.
class	NativeFFMBLASRealBackend	Native FFM BLAS/LAPACK provider specialized for Real numbers.
class	NativeMPFRDenseLinearAlgebraBackend<E>	High-performance Arbitrary Precision Linear Algebra backend using libmpfr.
class	NativeMPFRSparseLinearAlgebraBackend<E>	Arbitrary-precision Sparse Linear Algebra backend using MPFR (via Panama).
class	NativeND4JLinearAlgebraBackend	NativeND4J Linear Algebra Backend (Dense).
class	NativeOpenCLDenseLinearAlgebraDoubleBackend<E extends FieldElement<E>>	OpenCL implementation of Dense Linear Algebra Provider for Double precision.
class	NativeOpenCLDenseLinearAlgebraFloatBackend<E extends FieldElement<E>>	OpenCL implementation of Dense Linear Algebra Provider for Float precision.
class	NativeOpenCLSparseLinearAlgebraDoubleBackend<E extends FieldElement<E>>	OpenCL implementation of Sparse Linear Algebra Provider for Double precision.
class	NativeOpenCLSparseLinearAlgebraFloatBackend<E extends FieldElement<E>>	OpenCL implementation of Sparse Linear Algebra Provider for Float precision.
class	NativeSIMDComplexBackend	Concrete Native SIMD provider for Complex numbers.
class	NativeSIMDRealBackend	Concrete Native SIMD provider for Real numbers.

Uses of Backend in org.episteme.nativ.mathematics.linearalgebra.tensors.backends

Classes in org.episteme.nativ.mathematics.linearalgebra.tensors.backends that implement Backend

Modifier and Type	Class	Description
class	NativeND4JCUDASparseTensorBackend	NativeND4J Sparse Tensor backend.
class	NativeND4JCUDATensorBackend	NativeND4J CUDA (GPU) Tensor backend.
class	NativeND4JTensorBackend	NativeND4J Tensor backend, using AVX/AVX2/AVX512 instructions when available.
class	ND4JBaseTensorBackend	Abstract base for ND4J-backed Tensor backends.

Uses of Backend in org.episteme.nativ.mathematics.tensors.backends

Classes in org.episteme.nativ.mathematics.tensors.backends that implement Backend

Modifier and Type	Class	Description
class	NativeCPUTensorBackend	Native CPU Tensor Backend using Project Panama (FFM) for native acceleration.
class	NativeCUDATensorBackend	CUDA-accelerated Tensor Backend.

Uses of Backend in org.episteme.nativ.media.audio.backends

Classes in org.episteme.nativ.media.audio.backends that implement Backend

Modifier and Type	Class	Description
class	NativeMiniAudioBackend	Native Audio Backend using standalone miniaudio library (via Panama FFM).

Uses of Backend in org.episteme.nativ.media.backends

Classes in org.episteme.nativ.media.backends that implement Backend

Modifier and Type	Class	Description
class	NativeJavaCVMediaBackend	Native Media Backend using JavaCV (OpenCV/FFmpeg) for multi-purpose tasks.

Uses of Backend in org.episteme.nativ.media.video.backends

Classes in org.episteme.nativ.media.video.backends that implement Backend

Modifier and Type	Class	Description
class	NativeVideoBackend	Native Video Backend using Project Panama (FFM API).

Uses of Backend in org.episteme.nativ.media.vision.backends

Classes in org.episteme.nativ.media.vision.backends that implement Backend

Modifier and Type	Class	Description
class	NativeCPUCBindingVisionBackend	Native CPU Vision Backend binding directly to custom C++ via Project Panama (FFM API).
class	NativeCPUVisionBackend	Native CPU Vision Backend using Project Panama (FFM API).
class	NativeCUDAVisionBackend	CUDA-accelerated Vision Backend.
class	NativeOpenCLVisionBackend	OpenCL-accelerated Vision Backend.

Uses of Backend in org.episteme.nativ.physics.classical.matter.fluids.backends

Classes in org.episteme.nativ.physics.classical.matter.fluids.backends that implement Backend

Modifier and Type	Class	Description
class	NativeOpenCLLatticeBoltzmannBackend	GPU-accelerated Lattice Boltzmann Method (LBM) backend using OpenCL.

Uses of Backend in org.episteme.nativ.physics.classical.mechanics.collision.backends

Classes in org.episteme.nativ.physics.classical.mechanics.collision.backends that implement Backend

Modifier and Type	Class	Description
class	GenesisBackend	Implementation of MechanicsBackend for Genesis physics engine.
class	NativeBulletBackend	Implementation of invalid reference org.episteme.natural.physics.classical.mechanics.CollisionProvider using Bullet Physics via Project Panama.
class	NativeCollisionBackend	Native implementation of MechanicsBackend for general collision processing.
class	NativeJBulletBackend	JBullet physics backend provider.
class	ODEBackend	Implementation of MechanicsBackend for ODE (Open Dynamics Engine).

Uses of Backend in org.episteme.nativ.physics.classical.mechanics.nbody.backends

Classes in org.episteme.nativ.physics.classical.mechanics.nbody.backends that implement Backend

Modifier and Type	Class	Description
class	NativeCUDANBodyBackend	CUDA-accelerated N-Body simulation backend using JCuda.
class	NativeOpenCLNBodyBackend	GPU-accelerated N-Body simulation backend using OpenCL.

Uses of Backend in org.episteme.nativ.physics.classical.mechanics.simulation.backends

Classes in org.episteme.nativ.physics.classical.mechanics.simulation.backends that implement Backend

Modifier and Type	Class	Description
class	NativeSimulationBackend	Native multicore implementation of SimulationProvider.

Uses of Backend in org.episteme.nativ.physics.quantum.backends

Classes in org.episteme.nativ.physics.quantum.backends that implement Backend

Modifier and Type	Class	Description
class	NativeQuantumBackend	Native Quantum Provider using Panama FFM bindings for QuEST or Qiskit Aer.

Uses of Backend in org.episteme.nativ.ui.viewers.mathematics.analysis.plotting.backends

Classes in org.episteme.nativ.ui.viewers.mathematics.analysis.plotting.backends that implement Backend

Modifier and Type	Class	Description
class	NativeJzy3dPlot3DBackend	Native GPU-accelerated backend for Jzy3D 3D plotting.

Uses of Backend in org.episteme.natural.physics.classical.mechanics.collision

Subinterfaces of Backend in org.episteme.natural.physics.classical.mechanics.collision

Modifier and Type	Interface	Description
interface	MechanicsBackend	Service Provider Interface for Physics Engines.

Uses of Backend in org.episteme.natural.physics.quantum.backends

Classes in org.episteme.natural.physics.quantum.backends that implement Backend

Modifier and Type	Class	Description
class	AmazonBraketBackend	Amazon Braket backend implementation for Episteme.
class	IBMQBackend
class	PythonQuantumBackend	Robust Quantum computing backend with advanced Qiskit integration.
class	QiskitAerBackend
class	QiskitBackend	Quantum Backend that delegates to Qiskit (Python).
class	Quantum4JBackend	Quantum4J backend implementation for Episteme.
class	StrangeBackend	Quantum Backend implementation using the Strange pure Java library.

Uses of Backend in org.episteme.natural.technical.backend.quantum

Subinterfaces of Backend in org.episteme.natural.technical.backend.quantum

Modifier and Type	Interface	Description
interface	QuantumBackend	Hardware interface for quantum computing backends.

Uses of Backend in org.episteme.natural.ui.viewers.chemistry

Subinterfaces of Backend in org.episteme.natural.ui.viewers.chemistry

Modifier and Type	Interface	Description
interface	MolecularBackend	Interface for molecular rendering backends.

Uses of Backend in org.episteme.natural.ui.viewers.chemistry.backends

Classes in org.episteme.natural.ui.viewers.chemistry.backends that implement Backend

Modifier and Type	Class	Description
class	JavaFXMolecularBackend	Backend for JavaFX molecular renderer.
class	JmolMolecularBackend	Backend for Jmol molecular renderer.
class	PyMOLMolecularBackend	Backend for PyMOL molecular renderer.
class	VMDMolecularBackend	Backend for VMD (Visual Molecular Dynamics).

Uses of Backend in org.episteme.social.ui.viewers.geography

Subinterfaces of Backend in org.episteme.social.ui.viewers.geography

Modifier and Type	Interface	Description
interface	MapBackend	Interface for map rendering backends.

Uses of Backend in org.episteme.social.ui.viewers.geography.backends

Classes in org.episteme.social.ui.viewers.geography.backends that implement Backend

Modifier and Type	Class	Description
class	GeoToolsBackend	Backend for GeoTools library.
class	GoogleGeoChartBackend	Backend for Google GeoChart via WebView.
class	JavaFXMapBackend	Backend for JavaFX map renderer.
class	OpenMapBackend	Backend for OpenMap library.
class	UnfoldingMapBackend	Backend for UnfoldingMap library.