Juan Felipe Carrasquilla Alvarez (carrasqu)

carrasqu

Geek Repo

Company:Vector Institute

Location:Canada

Home Page:https://perimeterinstitute.ca/people/juan-carrasquilla

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Juan Felipe Carrasquilla Alvarez's repositories

POVM_GENMODEL

Reconstructing quantum states with generative models

QuantumMachineLearning

Fully connected neural nets for supervised learning DQMC data

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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

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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

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JAX_GRU

A GRU written in JAX

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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

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2d_ising_model_square_triangular

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

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binncode

Mini MNIST binary neural network classifier trained by full enumeration and variational quantum algorithm

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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

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POVM_UNITARY

Unitary circuits with POVMs and RNNs

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silly_2d_ising_julia

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

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tinyvqe

tiny vqe for the heisenberg model using pennylane

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unsupervised_learning_ground_states

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

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entity-extraction-system

entity extraction system based on a conv net

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freefermions

current-current correlation of 1d hardcore bosons using Jordan-Wigner

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santander

Neural net for santander data

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tensorflow

Computation using data flow graphs for scalable machine learning

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