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sudo apt install zsh

## This needs sudo password, so if not available, add a command "zsh" at the end of your .bashrc file
chsh -s /usr/local/bin/zsh

sh -c "$(curl -fsSL https://raw.github.com/robbyrussell/oh-my-zsh/master/tools/install.sh)"

git clone https://github.com/zsh-users/zsh-autosuggestions $ZSH_CUSTOM/plugins/zsh-autosuggestions
git clone https://github.com/zsh-users/zsh-syntax-highlighting.git ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-syntax-highlighting

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pip install gdown
#file_id can be obtained by right-clicking the download button on the file page on drive
file_id=1C9b5GZI0QfDlgKhJfxui5CbzDTsVkLiG 

gdown https://drive.google.com/uc?id=${file_id}

# this works. Tested on June 2020

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### Mostly for personal usage but can help others too

# nvidia-smi
& 'C:\Program Files\NVIDIA Corporation\NVSMI\nvidia-smi.exe'

# watch nvidia-smi
 while (1) {clear;& 'C:\Program Files\NVIDIA Corporation\NVSMI\nvidia-smi.exe'; sleep 5}

# some good substitutes for bash command
mv --> move

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jupyter notebook --generate-config

jupyter notebook password

vi ~/.jupyter/jupyter_notebook_config.py

# # Set ip to '*' to bind on all interfaces (ips) for the public server
# c.NotebookApp.allow_origin = '*'
# c.NotebookApp.ip = '0.0.0.0'
# c.NotebookApp.open_browser = False

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git config --global user.name "Rupesh"
git config --global user.email "rupesh95903@gmail.com"
git config --global color.ui true
git config --global core.editor vim

git config --global credential.helper store  # only on your private machines

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import numpy as np 
import os
import numpy as np
import tensorflow as tf
from tensorflow.keras.models import *
from tensorflow.keras.layers import *

def model(pretrained_weights = None,input_size = (224,224,3), outchannel = 25, dropout_p = 0.25):
  inputTensor = tf.keras.Input(IMG_SHAPE)
  ## Feature extractor network