Downloadable cross-platform computer software and databases for use in programming quantum computers, simulating quantum computers, quantum machine learning, automatic differentiation, and optimization of hybrid quantum-classical computations; electronic databases containing machine learning libraries for use in programming quantum computers, simulating quantum computers, quantum machine learning, automatic differentiation, and optimization of hybrid quantum-classical computations