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

Packages that use ComputeBackend

Package	Description
org.episteme.client.client.mathematics.linearalgebra.backends
org.episteme.core.distributed.backends
org.episteme.core.io.backends
org.episteme.core.mathematics.analysis
org.episteme.core.mathematics.analysis.series
org.episteme.core.mathematics.discrete.graph	Provides pluggable traversal algorithms for graphs with optional
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.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.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.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.natural.physics.classical.mechanics.collision
org.episteme.natural.physics.quantum.backends
org.episteme.natural.technical.backend.quantum

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

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

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

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

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

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

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

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

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

Uses of ComputeBackend in org.episteme.core.mathematics.analysis

Methods in org.episteme.core.mathematics.analysis that return ComputeBackend

Modifier and Type	Method	Description
default ComputeBackend	Function.getBackend()	Returns the currently set compute backend.

Methods in org.episteme.core.mathematics.analysis with parameters of type ComputeBackend

Modifier and Type	Method	Description
default void	Function.setBackend(ComputeBackend backend)	Sets the compute backend for this function (e.g., enable GPU).

Uses of ComputeBackend in org.episteme.core.mathematics.analysis.series

Methods in org.episteme.core.mathematics.analysis.series that return ComputeBackend

Modifier and Type	Method	Description
ComputeBackend	PrimeSequence.getBackend()

Methods in org.episteme.core.mathematics.analysis.series with parameters of type ComputeBackend

Modifier and Type	Method	Description
void	PrimeSequence.setBackend(ComputeBackend backend)

Uses of ComputeBackend in org.episteme.core.mathematics.discrete.graph

Methods in org.episteme.core.mathematics.discrete.graph with parameters of type ComputeBackend

Modifier and Type	Method	Description
default void	GraphTraversalStrategy.traverse(Graph<V> graph, V start, VertexVisitor<V> visitor, ComputeBackend backend)	Traverses the graph using a specific backend.

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

Subinterfaces of ComputeBackend 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 ComputeBackend

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 ComputeBackend in org.episteme.core.mathematics.linearalgebra.providers

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

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	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 ComputeBackend in org.episteme.core.mathematics.linearalgebra.tensors

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

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

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

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

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

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

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

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

Uses of ComputeBackend in org.episteme.core.media

Subinterfaces of ComputeBackend 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 ComputeBackend in org.episteme.core.media.audio.backends

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

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 ComputeBackend in org.episteme.core.media.backends

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

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 ComputeBackend in org.episteme.core.media.video.backends

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

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

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

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

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 ComputeBackend in org.episteme.core.technical.backend.cpu

Subinterfaces of ComputeBackend 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 ComputeBackend

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 ComputeBackend in org.episteme.nativ.mathematics.linearalgebra.backends

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

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 ComputeBackend in org.episteme.nativ.mathematics.linearalgebra.tensors.backends

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

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 ComputeBackend in org.episteme.nativ.mathematics.tensors.backends

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

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 ComputeBackend in org.episteme.nativ.media.audio.backends

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

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

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

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

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

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

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

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

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

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

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 ComputeBackend in org.episteme.nativ.physics.classical.matter.fluids.backends

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

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

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

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

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 ComputeBackend in org.episteme.nativ.physics.classical.mechanics.nbody.backends

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

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 ComputeBackend in org.episteme.nativ.physics.classical.mechanics.simulation.backends

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

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

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

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

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

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

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

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

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

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

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 ComputeBackend in org.episteme.natural.technical.backend.quantum

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

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