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POVM_GENMODEL
Reconstructing quantum states with generative modelsQuantumMachineLearning
Fully connected neural nets for supervised learning DQMC dataIsingGaugeTensorFlow
Convolutional neural net to classify states of the classical Ising gauge theory (TensorFlow)TensorFlow_Ising
A tensorflow implementation of a simple neural net to classify ising statesdata_nature_phy_paper
Training and testing data for the article "Machine learning phases of matter" doi:10.1038/nphys4035XYZ_plaquette_deco_SSE
Kagome lattice XYZ model SSE programcorner_transfer_renormalization_group
JAX_GRU
A GRU written in JAXIsing_square_Ice
samples the partition function of a square ice ising model H=J\sum_v Q_v, where Q_v=\sum_{i \in v} \sigma^{z}_i using single spin flips and short-loop updates2d_ising_model_square_triangular
Samples the partition function Ising model using single spin flips. Use with care at low temperaturesbinncode
Mini MNIST binary neural network classifier trained by full enumeration and variational quantum algorithmPOVM_UNITARY
Unitary circuits with POVMs and RNNs2d_ising_data
silly_2d_ising_julia
A silly Monte Carlo implementation of the 2d Ising model in Juliatransformer_unitary
tinyvqe
tiny vqe for the heisenberg model using pennylaneunsupervised_learning_ground_states
This code adjusts the weights of a given neural net in order to minimize the energy of the toric codeLove Open Source and this site? Check out how you can help us