Juan Felipe Carrasquilla Alvarez's repositories
POVM_GENMODEL
Reconstructing quantum states with generative models
QuantumMachineLearning
Fully connected neural nets for supervised learning DQMC data
IsingGaugeTensorFlow
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 states
data_nature_phy_paper
Training and testing data for the article "Machine learning phases of matter" doi:10.1038/nphys4035
XYZ_plaquette_deco_SSE
Kagome lattice XYZ model SSE program
2d_ising_model_square_triangular
Samples the partition function Ising model using single spin flips. Use with care at low temperatures
Ising_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 updates
POVM_UNITARY
Unitary circuits with POVMs and RNNs
silly_2d_ising_julia
A silly Monte Carlo implementation of the 2d Ising model in Julia
unsupervised_learning_ground_states
This code adjusts the weights of a given neural net in order to minimize the energy of the toric code
entity-extraction-system
entity extraction system based on a conv net
freefermions
current-current correlation of 1d hardcore bosons using Jordan-Wigner
tensorflow
Computation using data flow graphs for scalable machine learning