520FinalProject

Final project of 520 Intro. to AI.

3 Classifiers for handwrite digits and faces. (1) Naive Bayesian (2) Perceptron (3) Neural Network

Advanced Feature Extraction: Using DFS to calculate the number of suspected cycles

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.idea		.idea
data		data
.project		.project
README.md		README.md
features.py		features.py
features.pyc		features.pyc
naiveBayes.py		naiveBayes.py
naiveBayes.pyc		naiveBayes.pyc
nb_d_basic.py		nb_d_basic.py
nb_f_advanced.py		nb_f_advanced.py
nb_f_basic.py		nb_f_basic.py
neuralNetwork.py		neuralNetwork.py
neuralNetwork.pyc		neuralNetwork.pyc
neural_d_advanced.py		neural_d_advanced.py
neural_d_basic.py		neural_d_basic.py
neural_f_advanced.py		neural_f_advanced.py
neural_f_basic.py		neural_f_basic.py
perceptron.py		perceptron.py
perceptron.pyc		perceptron.pyc
perceptron_d_basic.py		perceptron_d_basic.py
perceptron_f_basic.py		perceptron_f_basic.py
preExtraction.py		preExtraction.py
samples.py		samples.py
samples.pyc		samples.pyc
testdigitadvanced.npy		testdigitadvanced.npy
testdigitbasic.npy		testdigitbasic.npy
testfaceadvanced.npy		testfaceadvanced.npy
testfacebasic.npy		testfacebasic.npy
traindigitadvanced.npy		traindigitadvanced.npy
traindigitbasic.npy		traindigitbasic.npy
trainfaceadvanced.npy		trainfaceadvanced.npy
trainfacebasic.npy		trainfacebasic.npy
validationdigitadvanced.npy		validationdigitadvanced.npy
validationdigitbasic.npy		validationdigitbasic.npy
validationfaceadvanced.npy		validationfaceadvanced.npy
validationfacebasic.npy		validationfacebasic.npy

yzy14800/520FinalProject