The following are modifications or improvements to original notebooks prior to October 5, 2023.

All Qiskit Machine Learning Demos 10/5/23 [Seminar](https://www.chemicalqdevice.com/all-ibm-qiskit-machine-learning-tutorials-seminar). <br>

Please refer to the authors' models for the published primary work.<br>

[QK01 Quantum Neural Networks Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/01_neural_networks.ipynb)<br>

[QK02 Classifier & Regressor Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/02_neural_network_classifier_and_regressor.ipynb),<br>

[QK03 Training on a Real Dataset Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/02a_training_a_quantum_model_on_a_real_dataset.ipynb),<br>

[QK04 Quantum Kernel ML Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/03_quantum_kernel.ipynb),<br>

[QK05 PyTorch qGAN Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/04_torch_qgan.ipynb),<br>

[QK06 Torch Connector Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/05_torch_connector.ipynb),<br>

[QK07 Pegasos QSVM Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/07_pegasos_qsvc.ipynb),<br>

[QK08 Quantum Kernel Training Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/08_quantum_kernel_trainer.ipynb),<br>

[QK09 Qiskit ML Model Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/09_saving_and_loading_models.ipynb),<br>

[QK10 Effective Dimension Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/10_effective_dimension.ipynb),<br>

[QK11 Quantum CNN Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/11_quantum_convolutional_neural_networks.ipynb),<br>

[QK12 Quantum Autoencoder Original Model](https://github.com/qiskit-community/qiskit-machine-learning/blob/stable/0.6/docs/tutorials/12_quantum_autoencoder.ipynb). <br>