qiskit-symb VS pennylane

Compare qiskit-symb vs pennylane and see what are their differences.

qiskit-symb

Python package for symbolic quantum computation in Qiskit (by SimoneGasperini)
Qiskit quantum-computing symbolic-computation sympy
Source Code
pypi.org
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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. (by PennyLaneAI)
Quantum Machine Learning Deep Learning neural-network Optimization quantum-computing quantum-machine-learning automatic-differentiation Tensorflow Pytorch Autograd Qiskit cirq strawberryfields differentiable-computing quantum-chemistry Qml Jax Python HacktoberFest
Source Code
pennylane.ai
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qiskit-symb pennylane
1 3
22 2,124
- 1.9%
7.2 9.8
3 months ago 5 days ago
Python Python
Apache License 2.0 Apache License 2.0
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qiskit-symb

Posts with mentions or reviews of qiskit-symb. We have used some of these posts to build our list of alternatives and similar projects.

pennylane

Posts with mentions or reviews of pennylane. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-27.

What are some alternatives?

When comparing qiskit-symb and pennylane you can also consider the following projects:

devito - DSL and compiler framework for automated finite-differences and stencil computation

qiskit-ibm-provider - Qiskit Provider for accessing the IBM Quantum Services: Online Systems and Simulators

qiskit - Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.

ADCME.jl - Automatic Differentiation Library for Computational and Mathematical Engineering

qBraid - A Python toolkit for cross-framework abstraction, transpilation, and execution of quantum programs.

Cirq - A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.

machine_learning_refined - Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

foolbox - A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

ivy - The Unified Machine Learning Framework [Moved to: https://github.com/unifyai/ivy]

qiskit-ibm-runtime - IBM Client for Qiskit Runtime

jaxopt - Hardware accelerated, batchable and differentiable optimizers in JAX.

qiskit-symb vs devito pennylane vs qiskit-ibm-provider qiskit-symb vs qiskit pennylane vs ADCME.jl qiskit-symb vs qBraid pennylane vs Cirq pennylane vs machine_learning_refined pennylane vs d2l-en pennylane vs foolbox pennylane vs ivy pennylane vs qiskit-ibm-runtime pennylane vs jaxopt