PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

autograd automatic-differentiation cirq deep-learning differentiable-computing jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning tensorflow
10 Open Issues Need Help Last updated: Jul 26, 2026

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PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow
enhancement :sparkles: good first issue

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow
enhancement :sparkles: good first issue

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow
enhancement :sparkles: good first issue

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow
enhancement :sparkles: good first issue

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Python
#autograd#automatic-differentiation#cirq#deep-learning#differentiable-computing#jax#machine-learning#neural-network#optimization#python#pytorch#qiskit#qml#quantum#quantum-chemistry#quantum-computing#quantum-machine-learning#tensorflow