Closed rmlarose closed 5 years ago
An "Angle Encoding" has already been defined in "Supervised Learning with Quantum Computers" by Schuld:
https://www.springer.com/us/book/9783319964232
which takes a single feature x_i to a qubit via the encoding
cos(x_i) |0> + sin(x_i) |1>.
The difference between our "AngleEncoding" is we also encode a feature into the relative phase \phi.
I propose to stick with Schuld's definition of AngleEncoding and rename our implementation to DenseAngleEncoding.
An "Angle Encoding" has already been defined in "Supervised Learning with Quantum Computers" by Schuld:
https://www.springer.com/us/book/9783319964232
which takes a single feature x_i to a qubit via the encoding
cos(x_i) |0> + sin(x_i) |1>.
The difference between our "AngleEncoding" is we also encode a feature into the relative phase \phi.
I propose to stick with Schuld's definition of AngleEncoding and rename our implementation to DenseAngleEncoding.