├── A - Phase Classification (by Eliska Greplova) ├── 01_Unsupervised_learning.ipynb ├── 02_Supervised_learning.ipynb ├── 03_More_sophisticated_NN_methods.ipynb ├── Ising_data │ ├── ilgt_test_configs.npy │ ├── ilgt_test_labels.npy │ ├── ilgt_training_configs.npy │ ├── ilgt_training_labels.npy │ ├── ising_test_configs_30x30.npy │ ├── ising_test_labels_30x30.npy │ ├── ising_training_configs_30x30.npy │ └── ising_training_labels_30x30.npy └── phase-class.md ├── B - Gaussian Process Regression (by Roman Krems) ├── Gaussian_process_regression.ipynb ├── H3O+.csv └── gpr.md ├── C - Neural-Network Quantum States (by Filippo Vicentini and Giuseppe Carleo) ├── .ipynb_checkpoints │ └── netket-checkpoint.md ├── 00_Introduction_to_JAX.ipynb ├── 01_Introduction_to_NetKet.ipynb ├── 02_Dynamics_with_NetKet.ipynb └── nqs.md ├── D - Reinforcement Learning (by Florian Marquardt) ├── RL.md └── Reinforcement_learning.ipynb └── README.md /A - Phase Classification (by Eliska Greplova)/01_Unsupervised_learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Shmoo137/SummerSchool2021_MLinQuantum/HEAD/A - 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