yimengmin

bnn

Master's Thesis project regarding training BNNs using MILP

Coursera-ProbabilisticGraphicalModels

The homework assignments finished for the coursera specialization "Probabilistic Graphical Models"

deeplearning-mpo

Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO

dmrgpy

Python library to solve spin and fermionic Hamiltonians with DMRG (using C++ and Julia ITensor) and ED

docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

eco-dqn

Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".

GeometricScatteringMaximalClique

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

UTSP

code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem

vmc

yimengmin/UTSP

code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem

yimengmin/GeometricScatteringMaximalClique

yimengmin/vmc

yimengmin/bnn

Master's Thesis project regarding training BNNs using MILP

yimengmin/Coursera-ProbabilisticGraphicalModels

The homework assignments finished for the coursera specialization "Probabilistic Graphical Models"

yimengmin/deeplearning-mpo

Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO

yimengmin/dmrgpy

Python library to solve spin and fermionic Hamiltonians with DMRG (using C++ and Julia ITensor) and ED

yimengmin/docplex-examples

These samples demonstrate how to use the DOcplex library to model and solve optimization problems.

yimengmin/eco-dqn

Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".

yimengmin/ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

yimengmin/ScatteringOGB

yimengmin/PyHygese

A Python wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)

yimengmin/tensornetwork.org

Source for The Tensor Network open-source review article