wangjie1450's repositories
MNIST-1
Comparing application of a neural network and SVM for classifying digits using the MNIST dataset
MNIST-classification-example
Classify the MNIST data by LIBSVM in Matlab.
Bayesian-Optimization-for-hyper-parameter-tuning
Spearmint integrated Bayesian Optimization for hyper parameter tuning of Auto sparse encoder embedded with softmax Classifier for MNIST digit Classification.
maxsat-ising
Ground-state solver for a generalized Ising model, based on MAXSAT and convex optimization, following the algorithm described in Huang et al, "Finding and proving the exact ground state of a generalized Ising model by convex optimization and MAXSAT" Phys. Rev. B 94, 134424 (2016)
SNN-MNIST
a simple snn model in matlab
SOM_MNIST
Repository for SOM implementation on MNIST
Convolutional-Neural-Network
This is a matlab implementation of CNN on MNIST
AdiaQC
Adiabatic quantum computation solver for Ising spin-glass or QUBO problems (several test problems included).
Tutorial_AutoEncoders
Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwritten digits data.
ClassRBM
A class of algorithms to learn classification RBM
digit_recognition_MNIST
Handwritten digit recognizer using feature extraction and SVM. Tested on the MNIST dataset.