How To Write Code For Beginners – When I was first introduced to quantum computing, just thinking about quantum computers was incredible. it felt more like science fiction than reality.
What if I told you that there are real quantum computers today and you can already write programs on them over the cloud?
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Using Rigetti’s software development kit, Forest, and the Python-based pyQuil library, I’ll walk you through an example of how to do this in just 10 lines of code.
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Some context: I’m a product manager at Rigetti, and we’re building quantum computers that anyone can access via the cloud.
Today, thousands of developers, researchers, and organizations are already using the Forest SDK, with more than 60 million deployments to date.
Short-term programs are being developed to solve some of the world’s most complex problems, such as simulating molecules that lead to the discovery of new materials and pharmaceuticals, designing catalysts to create next-generation battery technologies, and solving complex optimization problems to achieve new technologies . advances in machine learning and artificial intelligence;
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In this article, I’ll introduce you to the basics of quantum computers, show you why they’re useful, and show you how easy it is to get started building quantum programs.
First, you need to register for a free API key for Forest here. After registration, you will receive your API key via email within minutes.
If you don’t already have Python, or you have an older 2.x version, I recommend downloading and installing the Anaconda Python distribution here.
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Now that you have pyQuil installed, open your code editor or open a Jupyter notebook and create a new file named
All the interactions and data we create on classical computers (for example, our laptops, phones, etc.) are ultimately packed into a series of binary bits: 0 or 1. Bits are the basic building blocks of computers .
In quantum computing, we have quantum bits or qubits. What makes qubits unique is that they are non-binary, meaning they can be 0, 1, or in a special intermediate state known as a superposition. In superposition, a qubit is both 0 at the same time
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1. When you count a qubit, it comes out of the quantum state and returns 0 or 1.
Consider this analogy: the ball starts out either red or blue (its initial state). We put this ball inside a closed box, and while inside the box, the ball uses some quantum property to change its color to purple—a combination of red and blue (ie, superposition). When we open this box to observe the purple ball, it suddenly changes color again and we only see either the red or the blue ball.
We use quantum gates to help change the state of our qubits and control them during superposition. These are quantum operations analogous to classical boolean logic gates (eg NOT, AND, XOR, etc.), but with additional properties because they are quantum.
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The gate places a qubit in the superposition and generates a random 50/50 chance of measuring 0 or 1. Using pyQuil, we can simply insert these gates into our program.
. In PyQuil, qubits are indexed starting at 0, 1, 2, etc. We repeat this for two more qubits:
We now have three qubits – each in superposition and each with a random probability of returning either 0 or 1 when counted.
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This gives us 8 total possible outcomes (2 * 2 * 2 = 2³) that will represent each side for our quantum dice:
You have noticed that each additional qubit we add to our program will double the number of sides of our dice. So the fourth qubit will form a 16-sided die. five qubits will make a 32-sided die. and so on.
Now that we have 8 equally random outcomes, we need to create a single outcome, which is rolling the dice.
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By making a measurement in the quantum environment, the qubit comes out of the superposition. So when we call
With the method, each of our qubits is assembled into a random state of 0 or 1. Essentially our measurement creates a random “roll of the dice”.
These instructions are written in a language called Quil (Quantum Instruction Language), a compilation layer that connects pyQuil programs to the quantum computing backend. You can learn more about Quil’s design and architecture here and see the documentation on how you can customize it using the API here.
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. The inner list represents the final state of our three qubits – one of the 8 possibilities listed above (i.e. the result of rolling the dice).
Finally, let’s format the result into a nice readable dice value between 1 and 8.
A function we introduced earlier to help us convert our result from a list of three qubit states to a single integer (read how the reduction works).
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, is manufactured in our lab in Fremont, California, and then wired and connected to a dilution cooler in Berkeley, California, where it grows above the cloud.
Currently, the Agave 8-qubit chip (8Q-Agave) is live and available to connect using the Forest API. You can request access to the QPU here. Your connection will then be scheduled for a specific time window.
Once connected, you can simply replace your QVM connection with a QPU connection in a few lines of code:
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As a challenge for the next step in your quantum programming journey, how would you construct a quantum die with a generalized N number of sides?
We’d love for you to try the challenge and post how you got on. Also, join our Slack community to connect with others researching quantum computing and the Forest, as well as our team at Rigetti.
Note: Another important advantage of quantum computing that we demonstrate in this example is the use of quantum computers to generate random numbers. Although this is a simple operation we already do today, the threat of reversing or manipulating these techniques makes many of today’s cryptographic systems vulnerable. With quantum computing, this randomization is done and hidden by its very nature in the quantum world. This not only helps create true randomness, but also protects the randomization function from attempts to observe or disrupt it, as this would disrupt and collapse the quantum environment.
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HTML stands for HyperText Markup Language. It is one of the most basic programming languages used mainly in web design. It might seem a little complicated at first, but it’s actually one of the easiest programming languages to learn. It teaches you how to write some basic HTML. But soon you will be creating your own beautiful websites by hand.
This article was written by Stan Katz and staff writer Travis Boyles. Stan Kats is the chief technologist and chief technologist at STG IT Consulting Group in West Hollywood, California. Stan provides comprehensive technology and cyber security solutions to businesses through managed IT services and to individuals through Stan’s Tech Garage, a consumer services business. Stan has more than 7 years of cyber experience, having held senior information security positions at General Motors, AIG and Aramark during his career. Stan received his BA in International Relations from the University of Southern California. This article has been read 117,078 times.
1. Open a new text document in Notepad or Text Editor and save it as a “.html” file.
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4. Type “and” to create the opening and closing tags for the beginning of the HTML document.
5. To create a document title, type document title in the header. 6. Type “and” to create the HTML body opening and closing tags.
9. Type ‘ to create a line break in the text. 10. To add an image to your HTML document, type ‘. 12. Type link text to add a link to your HTML. We will look at the history of the language, why and where it is used, the compilation process, and some very basic programming concepts common to the most popular programming languages.
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