Md Mahedi Hasan Mahedi-61

## SqueezeNetCIFAR.py
import torch
import torch.optim as optim
import numpy as np
from matplotlib import pyplot as plt
from tabnanny import check
from sklearn.metrics import confusion_matrix
import seaborn as sns
from torch import nn
import torch.nn.init as init
from torchvision import transforms, datasets

## RBF_Pseudo_Inverse.py
"""
modified from several gist of https://gist.github.com/tarlanahad
For Homework Assingment 12 (CpE 520)
"""

import numpy as np
import torchvision
from matplotlib import pyplot as plt
from sklearn.metrics import confusion_matrix
import seaborn as sns

## RBF_classifier.py
"""
Author: Md Mahedi Hasan
For Homework Assingment 12 (CpE 520)
"""

import numpy as np
import os
import matplotlib.pyplot as plt
from torch.utils.data import DataLoader
from torchvision import transforms

## KSOM.py
"""
Script to implement simple self organizing map
@author: Riley Smith
Created: 1-27-21
"""
"""
@modified: Md Mahedi Hasan (11/28/2021)
For Homework Assingment 11 (CpE 520
"""

## autoencoder_mnist.py
"""
Course: Applications of NN (CpE - 520)
Homework Assignment 9
"""

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import torch

## parity-3-problem
# solving parity-3 problems using numpy only

from os import error
import numpy as np
import math
np.random.seed(1)


def relu(x):
    return np.maximum(0, x)

## pdftk_commands.sh
# Replacing few page from a pdf file using another pdf file
pdftk A=first.pdf B=second.pdf cat A1 B1 A3-end output out.pdf
# Above code means second page of first.pdf is replaced by the first page of second PDF

# merging multiple files into one file
pdftk file1.pdf file2.pdf cat output mergedfile.pdf

## bslr.ipynb

      
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                Mahedi-61
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              March 24, 2020 02:48
            
              
                Notebook for running openpose for my Bangla Sign Language Project in Google Colaboratory
              
          
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## latex_math.tex
#for equation 3
\begin{align*}
\alpha &=
\begin{cases}
\tan^{-1}{\frac{|J_{2x}-J_{1x}|}{|J_{2y}-J_{1y}|}} & J_{2y} \neq J_{1y}\\
\pi/2 & J_{2y} = J_{1y}
\end{cases} \\ \noalign{\vskip10pt}

\beta &=
\begin{cases}

## AlgorithmForBDGovt.py
"""
Author: A cup of Tea
Description: Algorithm about how BD government is going to find Abrar Murderer
"""

def findGuiltyToAbrarMurder():
    if(guilty == activistOfBCL):
        victim = activistOfShibir
        silenceLikeHell()
        useBruteForceToRemoveMovement(BCLGang, BDPolice)
	import torch
	import torch.optim as optim
	import numpy as np
	from matplotlib import pyplot as plt
	from tabnanny import check
	from sklearn.metrics import confusion_matrix
	import seaborn as sns
	from torch import nn
	import torch.nn.init as init
	from torchvision import transforms, datasets
	"""
	modified from several gist of https://gist.github.com/tarlanahad
	For Homework Assingment 12 (CpE 520)
	"""

	import numpy as np
	import torchvision
	from matplotlib import pyplot as plt
	from sklearn.metrics import confusion_matrix
	import seaborn as sns
	"""
	Author: Md Mahedi Hasan
	For Homework Assingment 12 (CpE 520)
	"""

	import numpy as np
	import os
	import matplotlib.pyplot as plt
	from torch.utils.data import DataLoader
	from torchvision import transforms
	"""
	Script to implement simple self organizing map
	@author: Riley Smith
	Created: 1-27-21
	"""
	"""
	@modified: Md Mahedi Hasan (11/28/2021)
	For Homework Assingment 11 (CpE 520
	"""
	"""
	Course: Applications of NN (CpE - 520)
	Homework Assignment 9
	"""

	import numpy as np
	import pandas as pd
	import matplotlib.pyplot as plt
	import seaborn as sns
	import torch
	# solving parity-3 problems using numpy only

	from os import error
	import numpy as np
	import math
	np.random.seed(1)


	def relu(x):
	return np.maximum(0, x)
	# Replacing few page from a pdf file using another pdf file
	pdftk A=first.pdf B=second.pdf cat A1 B1 A3-end output out.pdf
	# Above code means second page of first.pdf is replaced by the first page of second PDF

	# merging multiple files into one file
	pdftk file1.pdf file2.pdf cat output mergedfile.pdf
	#for equation 3
	\begin{align*}
	\alpha &=
	\begin{cases}
	\tan^{-1}{\frac{\|J_{2x}-J_{1x}\|}{\|J_{2y}-J_{1y}\|}} & J_{2y} \neq J_{1y}\\
	\pi/2 & J_{2y} = J_{1y}
	\end{cases} \\ \noalign{\vskip10pt}

	\beta &=
	\begin{cases}
	"""
	Author: A cup of Tea
	Description: Algorithm about how BD government is going to find Abrar Murderer
	"""

	def findGuiltyToAbrarMurder():
	if(guilty == activistOfBCL):
	victim = activistOfShibir
	silenceLikeHell()
	useBruteForceToRemoveMovement(BCLGang, BDPolice)