Mengliu Zhao adoskk

## lstm_stock_prediction.ipynb

      
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              December 2, 2020 08:32
            
              
                lstm_stock_prediction.ipynb
              
          
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## autograd_example1.ipynb

      
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              November 2, 2020 09:50
            
              
                autograd_example1.ipynb
              
          
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## gp.m
% adapted from https://www.mathworks.com/help/stats/fitrgp.html
% author: Mengliu Zhao
% contact: mengliuz@sfu.ca
close all
clear
clc

rng(0,'twister'); % For reproducibility
n = 1000;
x = linspace(-10,10,n)';

## ax_bayesianopt.ipynb

      
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              October 9, 2020 19:50
            
              
                ax_bayesianopt.ipynb
              
          
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## test_rayopt.ipynb

      
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              October 3, 2020 07:43
            
              
                test_rayopt.ipynb
              
          
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## autoencoder.py
import tensorflow as tf
import numpy as np
import os

import zconfig
import utils

class DenoisingAutoencoder(object):

    """ Implementation of Denoising Autoencoders using TensorFlow.
	% adapted from https://www.mathworks.com/help/stats/fitrgp.html
	% author: Mengliu Zhao
	% contact: mengliuz@sfu.ca
	close all
	clear
	clc

	rng(0,'twister'); % For reproducibility
	n = 1000;
	x = linspace(-10,10,n)';
	import tensorflow as tf
	import numpy as np
	import os

	import zconfig
	import utils

	class DenoisingAutoencoder(object):

	""" Implementation of Denoising Autoencoders using TensorFlow.