pennylane VS ADCME.jl

Compare pennylane vs ADCME.jl and see what are their differences.

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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ADCME.jl

Automatic Differentiation Library for Computational and Mathematical Engineering (by kailaix)
automatic-differentiation Machine Learning Tensorflow Scientific Computing Optimization neural-networks numerical-pdes
Source Code
kailaix.github.io
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pennylane ADCME.jl
2 1
2,113 284
2.7% -
9.8 0.0
4 days ago 6 months ago
Python Julia
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

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.

ADCME.jl

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

What are some alternatives?

When comparing pennylane and ADCME.jl you can also consider the following projects:

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

Zygote.jl - 21st century AD

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

JuliaComputation - Repository for Common Ground C25

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

Enzyme - High-performance automatic differentiation of LLVM and MLIR.

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.

RayTracer.jl - Differentiable RayTracing in Julia

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

ComponentArrays.jl - Arrays with arbitrarily nested named components.

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

qiskit-ibm-runtime - IBM Client for Qiskit Runtime

pennylane vs qiskit-ibm-provider ADCME.jl vs Zygote.jl pennylane vs Cirq ADCME.jl vs JuliaComputation pennylane vs machine_learning_refined ADCME.jl vs Enzyme pennylane vs d2l-en ADCME.jl vs RayTracer.jl pennylane vs foolbox ADCME.jl vs ComponentArrays.jl pennylane vs ivy pennylane vs qiskit-ibm-runtime