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mit-han-lab

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torchquantum
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circ...

Jupyter Notebook · 1668 stars
KernelWiki

Python · 457 stars
ncu-report-skill

Python · 232 stars

Beginner friendly Everything

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这个有没有 H100 的相关适配的 ncu-profile skill 呢？ Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/ncu-report-skill#3 · Opened Sep 7, 2026
add knowledge？ Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/KernelWiki#4 · 1 comment · Opened Jul 4, 2026
Python package`torchquantum` is not compatible with Qiskit SDK v2 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#332 · 1 comment · Opened Jul 2, 2026
tq2qiskit returns same statevector before and after forward Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

mit-han-lab/torchquantum#310 · Opened Sep 18, 2025
Missing qiskit_plugin Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#309 · Opened Sep 11, 2025
mutex error on MacOs when using SetFit Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mit-han-lab/torchquantum#308 · Opened Sep 9, 2025
Missing "co-search" in QuantumNAS example implementation Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/torchquantum#307 · Opened Aug 29, 2025
Hadamard gate on multiple wires causes error Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

mit-han-lab/torchquantum#306 · Opened Aug 24, 2025
q_state.bsz is not fix! Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

mit-han-lab/torchquantum#305 · Opened Aug 22, 2025
Sampler.__init__() got an unexpected keyword argument 'options' Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

mit-han-lab/torchquantum#303 · 1 comment · Opened Aug 20, 2025
The file h2_new.txt for the VQE task doesn't exist Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

mit-han-lab/torchquantum#302 · 1 comment · Opened Aug 20, 2025
Upgrade TQ so that it is capable with newest qiskit Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#296 · 1 comment · Opened Mar 12, 2025
Create a CONTRIBUTING.md Open

mit-han-lab/torchquantum#294 · 1 assignee · Opened Feb 7, 2025
why TrainableQuanvFilter output float instead 01？ Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mit-han-lab/torchquantum#293 · Opened Dec 15, 2024
!pip install torchquantum Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#286 · 4 comments · Opened Oct 14, 2024
is it possible to implement quantum natural gradient descent optimzier with torchquantum? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mit-han-lab/torchquantum#285 · 1 comment · Opened Oct 5, 2024
x Doesn't Seem to Change in MNIST Example Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#284 · 1 comment · Opened Aug 8, 2024
How to perform backprop on a quantum circuit Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/torchquantum#278 · Opened Jun 13, 2024
how to add noise Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/torchquantum#269 · Opened May 31, 2024
When I went to run examples/quantum_transformer/Qtransformer-torch.ipynb, an error occurred Open

mit-han-lab/torchquantum#266 · 3 comments · 1 assignee · Opened May 20, 2024
torch.save does not directly work with unexpected key(s) Open

mit-han-lab/torchquantum#258 · 1 assignee · Opened Apr 19, 2024
Compatibility tq2qiskit function with ibm runtime job's paradigm for real deployment Open

mit-han-lab/torchquantum#256 · 1 assignee · Opened Apr 6, 2024
Maybe there's a bug in 'apply_unitary_density_bmm' function? Open

mit-han-lab/torchquantum#254 · 3 comments · 1 assignee · Opened Mar 27, 2024
Run example of QuantumNAS with error "no nodule namsed 'torchquantum.super_layers'" Open

mit-han-lab/torchquantum#250 · 3 comments · 1 assignee · Opened Mar 20, 2024
Bug in U2 gate parameter initialization Open

bug

mit-han-lab/torchquantum#232 · 2 comments · 2 assignees · Opened Feb 10, 2024
how to train custom images dataset Open

mit-han-lab/torchquantum#229 · 3 comments · 1 assignee · Opened Feb 5, 2024
[Feature Suggestion] Make Noisemodel and Density matrix compatible Open

mit-han-lab/torchquantum#228 · 1 assignee · Opened Feb 3, 2024
[Feature Suggestion]Density matrix measurement Open

bug enhancement

mit-han-lab/torchquantum#227 · 2 assignees · Opened Feb 3, 2024
Unable to install requirements Open

mit-han-lab/torchquantum#225 · 1 comment · 1 assignee · Opened Feb 2, 2024
Maybe there's a bug in 'apply_readout_error' function? Open

mit-han-lab/torchquantum#223 · 1 comment · 1 assignee · Opened Jan 21, 2024
bug help!!!!! Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 20/100

mit-han-lab/torchquantum#222 · 2 comments · Opened Jan 19, 2024
Inquiry About Repository Use for Continuous-Variable Quantum Neural Networks Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

mit-han-lab/torchquantum#221 · Opened Jan 15, 2024
Potential Memory Leak Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/torchquantum#220 · Opened Jan 8, 2024
RuntimeError: Expected size for first two dimensions of batch2 tensor to be: [256, 2] but got: [1, 2].（mnist_clifford_qnn.py） Open

bug

mit-han-lab/torchquantum#213 · 1 assignee · Opened Nov 9, 2023
Quantum classical hybrid model cannot load parameters from dictionary Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 30/100

mit-han-lab/torchquantum#210 · Opened Nov 1, 2023
Create a Quantum Generative Tutorial using TQ Open

documentation good first issue help wanted

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/torchquantum#204 · 1 comment · Opened Oct 15, 2023
[Backlog] Remove Lists of Operations Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#200 · Opened Oct 13, 2023
TypeError when using Qiskit plugin to convert circuit with a ParameterExpression Open

bug enhancement good first issue help wanted

mit-han-lab/torchquantum#198 · 4 comments · 1 assignee · Opened Sep 26, 2023
[Backlog] Fix Deprecation Warnings Open

good first issue help wanted

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

mit-han-lab/torchquantum#193 · 1 comment · Opened Sep 14, 2023
`tq2qiskit` fails when the `QuantumModule` contains a `nn.ModuleList()` of gates Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

mit-han-lab/torchquantum#178 · 1 comment · Opened Aug 17, 2023
[Feature Suggestion] `.control()` function Open

enhancement help wanted

Difficulty 5/5 Over a week Newbie friendliness 35/100

mit-han-lab/torchquantum#177 · 1 comment · Opened Aug 4, 2023
quanvolution example with low accuracy Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mit-han-lab/torchquantum#171 · 1 comment · Opened Jul 21, 2023
Found something when working through the MNIST example - the Qiskit part, specifically, runs into quite a large error. Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mit-han-lab/torchquantum#158 · Opened Jun 14, 2023
What changes need make for quantum RGB image? Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mit-han-lab/torchquantum#149 · 1 comment · Opened Jun 13, 2023
Why is the quantum device in the colab notebook of Quanvolution example reused so many times? Open

Difficulty 4/5 3-5 days Newbie friendliness 32/100

mit-han-lab/torchquantum#147 · 6 comments · Opened Jun 12, 2023
Parameterized gates in a more flexible way Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mit-han-lab/torchquantum#145 · Opened Jun 6, 2023
Amazon Braket backend support Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/torchquantum#137 · 17 comments · Opened May 26, 2023
Optimized Pulse level Simulator Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

mit-han-lab/torchquantum#131 · Opened May 20, 2023
Multi-GPU Training Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/torchquantum#130 · Opened May 17, 2023
The Advantage of quantum-lstm versus classical lstm Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mit-han-lab/torchquantum#127 · 1 comment · Opened May 12, 2023

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