Juan Felipe Carrasquilla Alvarez (@carrasqu)
github

carrasqu

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Top repositories

1

POVM_GENMODEL

Reconstructing quantum states with generative models
Python
46
star
2

QuantumMachineLearning

Fully connected neural nets for supervised learning DQMC data
Python
11
star
3

IsingGaugeTensorFlow

Convolutional neural net to classify states of the classical Ising gauge theory (TensorFlow)
Python
10
star
4

TensorFlow_Ising

A tensorflow implementation of a simple neural net to classify ising states
Python
8
star
5

data_nature_phy_paper

Training and testing data for the article "Machine learning phases of matter" doi:10.1038/nphys4035
7
star
6

XYZ_plaquette_deco_SSE

Kagome lattice XYZ model SSE program
Fortran
5
star
7

corner_transfer_renormalization_group

MATLAB
4
star
8

JAX_GRU

A GRU written in JAX
Python
3
star
9

itebd

infinte time evolving block decimation for the transverse field Ising model. Partially based on http://journals.aps.org/prl/abstract/10.1103/PhysRevLett.98.070201
MATLAB
2
star
10

tinyvqe

tiny vqe for the heisenberg model using pennylane
Python
1
star
11

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
Fortran
1
star
12

2d_ising_model_square_triangular

Samples the partition function Ising model using single spin flips. Use with care at low temperatures
C
1
star
13

POVM_UNITARY

Unitary circuits with POVMs and RNNs
Python
1
star
14

binncode

Mini MNIST binary neural network classifier trained by full enumeration and variational quantum algorithm
Jupyter Notebook
1
star
15

2d_ising_data

Python
1
star
16

silly_2d_ising_julia

A silly Monte Carlo implementation of the 2d Ising model in Julia
Julia
1
star
17

transformer_unitary

Python
1
star
18

unsupervised_learning_ground_states

This code adjusts the weights of a given neural net in order to minimize the energy of the toric code
Python
1
star