readme.md

The code is structured into 3 problems like this:

For VQE: /Pennylane/VQE Where you can run ADAM vs WSBD-ADAM and SGD vs WSBD-SGD in a noisy enviornment

For XOR: /Pennylane/XOR Where you can run non-gradient optimizers, WSBD variants, WSBD optimizers and ADAM/SGD

For MNIST: /Pennylane/XOR Where you can run non-gradient optimizers, WSBD variants, WSBD optimizers and ADAM/SGD

/Qiskit You can run WSBD-SGD and SGD on the MNIST problem in qiskit. (It will be slower and give same results as pennylane so we reccomend pennylane. However if you plan on uisng quantum hardware this might be useful)

Feel free to reach out to: ckver001@fiu.edu for any questions. I will happily respond to any inquries or questions.