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Top 23 Python quantum-computing Projects
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qiskit
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
Project mention: Reorientation vers metiers de l'informatique quantique | /r/programmation | 2023-12-07 -
Cirq
A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
Project mention: Future is quantum: universities look to train engineers for an emerging industry | news.ycombinator.com | 2023-11-13https://github.com/quantumlib/Cirq/issues/2313
A Manim walkthrough that flies from top-down to low flyover with the wave states at each point in the circuit would be neat. Do classical circuit simulators simulate backwards, nonlinear flow of current?
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pennylane
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
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covalent
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments. (by AgnostiqHQ)
Pretty interesting request, if SSH is not used, i would try using something like dask which uses tcp to connect and execute assuming your workers are in another machine.I also think something like covalent can be used to extend your own custom plugin in their ecosystem to connect how you want. We have a very custom private plugin written on top of covalent's to have a custom protocol to connect our central on-prem GPU machines to our local laptops that is rpc based, mostly for high performance as well as some mandate security from where the GPU machines are. Once done it is pretty much something like
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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amazon-braket-examples
Example notebooks that show how to apply quantum computing with Amazon Braket.
Project mention: Ask HN: How are quantum computing companies making money? | news.ycombinator.com | 2023-12-06Amazon found a way to make money ;) https://aws.amazon.com/braket/
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qBraid
A Python toolkit for cross-framework abstraction, transpilation, and execution of quantum programs.
Project mention: Which language should qBraid circuit transpiler support next? | /r/QuantumComputing | 2023-05-16As of today, the qBraid-SDK is now open-source: https://github.com/qBraid/qBraid
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qrl-dqn-gym
PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)
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quantum-arch-search
Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)
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quantumcat
quantumcat is a platform-independent, open-source, high-level quantum computing library, which allows the quantum community to focus on developing platform-independent quantum applications without much effort.
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Project mention: Check out qiskit-symb: a new Python package for symbolic quantum computation in Qiskit! | /r/u_No_Membership8823 | 2023-06-21
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qutrunk
QuTrunk is free, open source, cross platform quantum computing programming framework, including quantum programming API, quantum command translation, quantum computing back-end interface, etc
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quantum-nearest-classifier
Cirq implementation of Nearest Centroid Classification on a Trapped Ion Quantum Computer (Johri et al., 2020)
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cqasm_development_interface
Framework for writing and running cQASM files against any Quantum Inspire's emulator backend via their API
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Bitcoin-on-Quantum-Computing
Quantum computing's impact on Bitcoin mining and node operation is a fascinating and evolving topic, blending the cutting-edge realms of quantum physics and cryptocurrency.
Project mention: Bitcoin Mining and Node Operations Using Quantum Computing | news.ycombinator.com | 2023-12-20 -
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Python quantum-computing related posts
- Reorientation vers metiers de l'informatique quantique
- Future is quantum: universities look to train engineers for an emerging industry
- Basic question about quantum operations
- Calcul quantique
- Prefect alternatives meant for Slurm (HPC)
- Mio padre sta diventando un complottaro. Internet corrompe i boomer
- Meetup Announcement: Quantum Computing meets Data Science, 6th of June, 2023
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Index
What are some of the best open-source quantum-computing projects in Python? This list will help you:
Project | Stars | |
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1 | qiskit | 4,478 |
2 | Cirq | 4,104 |
3 | pennylane | 2,084 |
4 | QuTiP | 1,560 |
5 | pyquil | 1,359 |
6 | openqasm | 1,137 |
7 | covalent | 675 |
8 | amazon-braket-examples | 437 |
9 | artiq | 398 |
10 | openqaoa | 98 |
11 | qBraid | 52 |
12 | qsel | 41 |
13 | qubo-nn | 40 |
14 | blqs | 34 |
15 | qrl-dqn-gym | 31 |
16 | quantum-arch-search | 29 |
17 | quantumcat | 23 |
18 | qiskit-symb | 21 |
19 | quantum-chess | 18 |
20 | qutrunk | 16 |
21 | quantum-nearest-classifier | 3 |
22 | cqasm_development_interface | 2 |
23 | Bitcoin-on-Quantum-Computing | 1 |