├── Ising ├── acc.dat ├── conv.py ├── input_data.py ├── input_data.pyc ├── neuralnetoutput.pdf ├── nnout.dat ├── plot.py └── txt │ ├── Xtest.txt │ ├── Xtrain.txt │ ├── ytest.txt │ └── ytrain.txt ├── IsingGaugeTheory ├── input_data.py ├── run.py └── txt │ ├── Xtest.txt │ ├── Xtrain.txt │ ├── gendat.py │ ├── ytest.txt │ └── ytrain.txt ├── MonteCarlo ├── .DS_Store ├── GaugeTheory_MC │ ├── .DS_Store │ ├── EvsT_gaugeTheory_L4_solution.txt │ ├── gaugeTheory_mc.py │ ├── gaugeTheory_mc_solution.py │ └── plot_gaugeTheory.py └── Ising_MC │ ├── .DS_Store │ ├── ising_mc.py │ ├── plot_ising.py │ └── plot_ising_solution.py ├── RBM_CDL ├── README.md ├── data │ ├── ising2d │ │ ├── boltzmann_distributions │ │ │ ├── distribution_ising2d_L4_T1.0.txt │ │ │ ├── distribution_ising2d_L4_T1.254.txt │ │ │ ├── distribution_ising2d_L4_T1.508.txt │ │ │ ├── distribution_ising2d_L4_T1.762.txt │ │ │ ├── distribution_ising2d_L4_T2.016.txt │ │ │ ├── distribution_ising2d_L4_T2.269.txt │ │ │ ├── distribution_ising2d_L4_T2.524.txt │ │ │ ├── distribution_ising2d_L4_T2.778.txt │ │ │ ├── distribution_ising2d_L4_T3.032.txt │ │ │ ├── distribution_ising2d_L4_T3.286.txt │ │ │ └── distribution_ising2d_L4_T3.54.txt │ │ ├── datasets │ │ │ ├── ising2d_trainset_L4.tar.gz │ │ │ └── ising2d_trainset_L8.tar.gz │ │ ├── lattice2d_L4.txt │ │ ├── lattice2d_L8.txt │ │ ├── observables │ │ │ ├── MC_ising2d_L4_Observables.txt │ │ │ ├── MC_ising2d_L8_Observables.txt │ │ │ ├── RBM_nH16_ising2d_L4_Observables.txt │ │ │ ├── RBM_nH16_ising2d_L8_Observables.txt │ │ │ ├── RBM_nH4_ising2d_L4_Observables.txt │ │ │ ├── RBM_nH4_ising2d_L8_Observables.txt │ │ │ ├── RBM_nH64_ising2d_L4_Observables.txt │ │ │ ├── RBM_nH64_ising2d_L8_Observables.txt │ │ │ ├── sampler_observer.txt │ │ │ └── training_observer.txt │ │ ├── parameters │ │ │ ├── parameters_nH16_L4_T1.0.npz │ │ │ ├── parameters_nH16_L4_T1.254.npz │ │ │ ├── parameters_nH16_L4_T1.508.npz │ │ │ ├── parameters_nH16_L4_T1.762.npz │ │ │ ├── parameters_nH16_L4_T2.016.npz │ │ │ ├── parameters_nH16_L4_T2.269.npz │ │ │ ├── parameters_nH16_L4_T2.524.npz │ │ │ ├── parameters_nH16_L4_T2.778.npz │ │ │ ├── parameters_nH16_L4_T3.032.npz │ │ │ ├── parameters_nH16_L4_T3.286.npz │ │ │ ├── parameters_nH16_L4_T3.54.npz │ │ │ ├── parameters_nH4_L4_T1.0.npz │ │ │ ├── parameters_nH4_L4_T1.254.npz │ │ │ ├── parameters_nH4_L4_T1.508.npz │ │ │ ├── parameters_nH4_L4_T1.762.npz │ │ │ ├── parameters_nH4_L4_T2.016.npz │ │ │ ├── parameters_nH4_L4_T2.269.npz │ │ │ ├── parameters_nH4_L4_T2.524.npz │ │ │ ├── parameters_nH4_L4_T2.778.npz │ │ │ ├── parameters_nH4_L4_T3.032.npz │ │ │ ├── parameters_nH4_L4_T3.286.npz │ │ │ └── parameters_nH4_L4_T3.54.npz │ │ └── temperatures.txt │ └── tfim1d │ │ ├── .DS_Store │ │ ├── datasets │ │ └── tfim1d_trainset_L10.tar.gz │ │ ├── observables │ │ ├── ed_tfim1d_L10_correlations.txt │ │ ├── ed_tfim1d_L10_observables.txt │ │ ├── sampler_observer.txt │ │ ├── sampler_observer_corr.txt │ │ ├── training_observer.txt │ │ └── training_observer_corr.txt │ │ ├── parameters │ │ ├── parameters_nH10_L10_B0.2.npz │ │ ├── parameters_nH10_L10_B0.4.npz │ │ ├── parameters_nH10_L10_B0.6.npz │ │ ├── parameters_nH10_L10_B0.8.npz │ │ ├── parameters_nH10_L10_B1.0.npz │ │ ├── parameters_nH10_L10_B1.2.npz │ │ ├── parameters_nH10_L10_B1.4.npz │ │ ├── parameters_nH10_L10_B1.6.npz │ │ ├── parameters_nH10_L10_B1.8.npz │ │ └── parameters_nH10_L10_B2.0.npz │ │ └── wavefunctions │ │ ├── wavefunction_tfim1d_L10_B0.2.txt │ │ ├── wavefunction_tfim1d_L10_B0.4.txt │ │ ├── wavefunction_tfim1d_L10_B0.6.txt │ │ ├── wavefunction_tfim1d_L10_B0.8.txt │ │ ├── wavefunction_tfim1d_L10_B1.0.txt │ │ ├── wavefunction_tfim1d_L10_B1.2.txt │ │ ├── wavefunction_tfim1d_L10_B1.4.txt │ │ ├── wavefunction_tfim1d_L10_B1.6.txt │ │ ├── wavefunction_tfim1d_L10_B1.8.txt │ │ └── wavefunction_tfim1d_L10_B2.0.txt ├── main.py ├── rbm.py └── tutorial │ ├── ed_tfim1d.py │ ├── ising2d.py │ ├── main.py │ ├── plot_observer.py │ ├── plot_results.py │ ├── plot_sampler.py │ ├── rbm.py │ ├── sampler.py │ └── tfim1d.py ├── RBM_ICTP-SAIFR ├── .DS_Store ├── data_ising2d │ ├── .DS_Store │ ├── MC_results_solutions │ │ ├── MC_ising2d_L4_Observables.txt │ │ ├── ising2d_L4_T1.0_train.txt │ │ ├── ising2d_L4_T1.254_train.txt │ │ ├── ising2d_L4_T1.508_train.txt │ │ ├── ising2d_L4_T1.762_train.txt │ │ ├── ising2d_L4_T2.016_train.txt │ │ ├── ising2d_L4_T2.269_train.txt │ │ ├── ising2d_L4_T2.524_train.txt │ │ ├── ising2d_L4_T2.778_train.txt │ │ ├── ising2d_L4_T3.032_train.txt │ │ ├── ising2d_L4_T3.286_train.txt │ │ └── ising2d_L4_T3.54_train.txt │ ├── RBM_observables_solutions │ │ ├── .DS_Store │ │ ├── RBM_nH16_ising2d_L4_Observables.txt │ │ ├── RBM_nH4_ising2d_L4_Observables.txt │ │ └── RBM_nH64_ising2d_L4_Observables.txt │ ├── RBM_parameters_solutions │ │ ├── parameters_nH16_L4_T1.0.npz │ │ ├── parameters_nH16_L4_T1.254.npz │ │ ├── parameters_nH16_L4_T1.508.npz │ │ ├── parameters_nH16_L4_T1.762.npz │ │ ├── parameters_nH16_L4_T2.016.npz │ │ ├── parameters_nH16_L4_T2.269.npz │ │ ├── parameters_nH16_L4_T2.524.npz │ │ ├── parameters_nH16_L4_T2.778.npz │ │ ├── parameters_nH16_L4_T3.032.npz │ │ ├── parameters_nH16_L4_T3.286.npz │ │ ├── parameters_nH16_L4_T3.54.npz │ │ ├── parameters_nH4_L4_T1.0.npz │ │ ├── parameters_nH4_L4_T1.254.npz │ │ ├── parameters_nH4_L4_T1.508.npz │ │ ├── parameters_nH4_L4_T1.762.npz │ │ ├── parameters_nH4_L4_T2.016.npz │ │ ├── parameters_nH4_L4_T2.269.npz │ │ ├── parameters_nH4_L4_T2.524.npz │ │ ├── parameters_nH4_L4_T2.778.npz │ │ ├── parameters_nH4_L4_T3.032.npz │ │ ├── parameters_nH4_L4_T3.286.npz │ │ └── parameters_nH4_L4_T3.54.npz │ └── lattice2d_L4.txt ├── plot_results.py ├── rbm.py ├── sample_ising2d.py └── train_ising2d.py ├── README.md ├── backprop ├── bp.py ├── bptf2.py ├── spiral_net_results.png └── spiral_raw.png └── linear_fit └── linear2.py /Ising/acc.dat: -------------------------------------------------------------------------------- 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