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qsy

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A quantum computer state vector/stabilizer circuit simulator and assembly language.

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# qsy
A quantum computer state vector/stabilizer circuit simulator and assembly
language.

## Table of Contents
* [Installation](#installation)
* [qsy](#qsy-1)
   * [Example](#example)
* [qsyASM](#qsyasm)
   * [Usage](#usage)
   * [Example](#example-1)
   * [Syntax](#syntax)
      * [Operations](#operations)
         * [Adjoint Operation](#adjoint-operation)
         * [List of Operations](#list-of-operations)
      * [Registers](#registers)
      * [Measurement](#measurement)
    * [Efficient simulation of stabilizer circuits](#efficient-simulation-of-stabilizer-circuits)
* [License](#license)

## Installation
```
$ pip install qsy
```

This will install the Python library qsy and command-line tool qsyasm.

## qsy
qsy is a Python library for simulating quantum circuits.

### Example
The following code creates an entangled state and prints its state vector in
Dirac notation.
```python
from qsy import QuantumRegister, gates

qr = QuantumRegister(2)
qr.apply_gate(gates.H, 0)
qr.apply_gate(gates.CX, 0, 1)

print(qr.to_dirac())
```
The output will be:
```
+0.70711|00> +0.70711|11>
```

## qsyASM
qsyASM is a quantum assembly language acting as front-end for qsy. It allows
you to quickly write and debug quantum programs. It also allows for efficient
simulation of stabilizer circuits using the `chp` back-end.

### Usage
```
usage: qsyasm [-h] [-V] [-v] [-t] [-b B] [-s SHOTS] [--ignore-print-warning]
              [--skip-zero-amplitudes]
              filename

qsyasm assembly runner

positional arguments:
  filename              qsyasm file to execute

optional arguments:
  -h, --help            show this help message and exit
  -V, --version         show program's version number and exit
  -v, --verbose         verbose output
  -t, --time            time program execution
  -b B, --backend B     simulator back-end to use: chp or statevector
                        (default: statevector)
  -s SHOTS, --shots SHOTS
                        amount of shots to run
  --ignore-print-warning
                        ignore register too large to print warning
  --skip-zero-amplitudes
                        don't print states with an amplitude of 0
```

### Example
The following qsyASM program creates an entangled state and measures to a
classical register:
```asm
qreg[2] q
creg[2] c

h q[0]
cx q[0], q[1]

meas q, c
```
Running it:
```
$ qsyasm examples/qsyasm/bell.qs
q[2]: +1|11>
      +0 | 00
      +0 | 01
      +0 | 10
      +1 | 11
c[2]: 11
```
Or running it a number of times:
```
$ qsyasm examples/qsyasm/bell.qs --shots=1024
q[2]: +1|00>
      +1 | 00
      +0 | 01
      +0 | 10
      +0 | 11
c[2]: {'11': 550, '00': 474}
```
More examples such as the quantum phase estimation algorithm can be found in the
[examples/qsyasm](examples/qsyasm) folder.

### Syntax
The structure of a qsyASM program consists of a list of instructions. An
instruction is defined as an operation followed by its arguments.

#### Operations
The instruction
```asm
cx q[0], q[1]
```
applies a CNOT operation with control qubit `q[0]` and target qubit `q[1]`.
Some operations take an angle (in radians) as argument. The parameterized operation
```asm
rz(pi/2) q[0]
```
rotates `q[0]` π/2 radians around the Z axis. Expressions are allowed in
parameterized operations. Expression operators supported are `+`, `-`, `*`, `/`
and `**` (power). The variable `pi` is available for convenience.

##### Adjoint Operation
To apply the adjoint of a gate, the `adj` keyword is available. For example, to
apply the adjoint of S (S dagger):
```asm
adj s q[0]
```

##### List of Operations
| Gate     |  qsyASM operation                |
|----------|----------------------------------|
| Pauli I  | `i target`                       |
| Pauli X  | `x target`                       |
| Pauli Y  | `y target`                       |
| Pauli Z  | `z target`                       |
| Hadamard | `h target`                       |
| S        | `s target`                       |
| T        | `t target`                       |
| Rx       | `rx(angle) target`               |
| Ry       | `ry(angle) target`               |
| Rz       | `rz(angle) target`               |
| CNOT     | `cx control, target`             |
| CZ       | `cz control, target`             |
| CRx      | `crx(angle) control, target`     |
| CRy      | `cry(angle) control, target`     |
| CRz      | `crz(angle) control, target`     |
| Toffoli  | `ccx controlA, controlB, target` |

#### Registers
Defining a quantum register is done with the `qreg` operation. The instruction
```asm
qreg[5] q
```
defines a 5 qubit quantum register named `q`. Likewise, a classical register (useful for measuring) can be defined as
```asm
creg[5] c
```
Qubits in a quantum register are initiated to |0⟩, and bits in a classical register to 0.

#### Measurement
Measurement can be done on individual qubits, or a complete quantum state. The program
```asm
qreg[5] q
creg[1] c

h q[0]

meas q[0], c[0]
```
measures `q[0]` to `c[0]`, collapsing the state and storing the result in `c[0]`. The measurement result can be ignored by only passing one argument to `meas`:
```asm
meas q[0]
```

To measure a complete quantum state you can pass the whole quantum and classical register:
```asm
qreg[3] q
creg[3] c

; 3 qubit GHZ state
h q[0]
cx q[0], q[1]
cx q[0], q[2]

meas q, c
```
collapsing the quantum register `q` and storing the measurement result in `c`. This only works when the quantum register and classical register are equal in size.

### Efficient simulation of stabilizer circuits
Circuits consisting only of CNOT, H, S, X, Y, Z and CZ gates can be efficiently
simulated with the CHP back-end. Using any other operations with the CHP
back-end will result in an error.

For example, we can simulate a partially entangled 750 qubit state:
```
$ qsyasm examples/qsyasm/750_qubits.qs --backend=chp
c[750]: 000000000000000000000000000000000000000000000000001111111111100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000
```

This back-end is an implementation of the CHP simulator described by
Scott Aaronson and Daniel Gottesman in their paper "Improved Simulation of Stabilizer Circuits"
([arXiv:quant-ph/0406196](https://arxiv.org/abs/quant-ph/0406196)).

## License
This project is licensed under the MIT License. See the [LICENSE](LICENSE) file
for the full license.

qsy

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