A unified Python library for quantum data encodings. 16 encoding methods, 3 backends, and built-in analysis tools for expressibility, entanglement, and trainability.
pip install encoding-atlas
Everything you need to encode classical data into quantum states — from research prototyping to production benchmarking.
From simple angle rotations to equivariant feature maps, with a consistent API across every encoding.
Browse encodings →Generate circuits for PennyLane, Qiskit, and Cirq from the same encoding object. Switch backends with one parameter.
Quick start →Compute expressibility, entanglement capability, trainability gradients, and resource costs automatically.
Learn more →Not sure which encoding to use? The built-in recommendation engine suggests the best encoding for your problem.
Get recommendations →Every encoding has detailed theory, circuit diagrams, mathematical formulations, and code examples.
Read the concepts →Compare encodings head-to-head on real datasets with statistical rigor. Visualize tradeoffs between cost and performance.
Start benchmarking →16 production-ready encodings covering simple rotations, kernel methods, variational circuits, and symmetry-preserving maps.