command's

python3.6 keras-retinanet/keras_retinanet/bin/train.py  --batch-size 1 --epochs 100 --tensorboard-dir ./keras-retinanet/Tensorboard_files/ --steps 15160 csv ./all_sample_images/final_train_15k.csv ./all_sample_images/mapping_file.csv 

python3.6 keras-retinanet/keras_retinanet/bin/train.py --snapshot ./snapshots/resnet50_csv_50.h5 --batch-size 1 --epochs 100 --tensorboard-dir ./keras-retinanet/Tensorboard_files/ --steps 15160 csv ./all_sample_images/final_train_15k.csv ./all_sample_images/mapping_file.csv


keras_retinanet/bin/convert_model.py  --config anchor_config.ini /path/to/training/model.h5 /path/to/save/inference/model.h5

/home/eleven/venv/bin/jupyter notebook --ip=0.0.0.0 --port=9999


sudo openvpn cax-linux-openvpn-config.ovpn
atul.pant
meaningoflife@2621


jediyoda@10.10.10.13
cax@2621  anish/keras-retinanet/serving_convert.py
anish/keras-retinanet/tester.py

hitagi@10.10.10.12
cax@2621

https://www.analyticsindiamag.com/machine-learning-jobs-across-india-via-analytics-india-jobs/
******************************************* Commands **********************************************
find lost file(find file)

find ~/ -type f -name "resnet50_csv_50.h5"

cp -R Src_directory Dest_directory

*************************************************************************************************
google vm login

ssh krunal@praxeum.datax.ai

35.186.152.165
username : krish

pip freeze > frozen-requirements.txt

cat input-cordlessWMT3I631OMY76.json | grep 47855978

pip list > trq.txt

cd ~/.ssh //Directed to ssh directory
cat id_rsa.pub //Read the key 

removing files: rm -rf 8075792-1-parrotprint.jpg

RAM/CPU COMMANDS

lscpu
cat /proc/meminfo
sudo lshw

###############################################
tree -L 1/2/3 ./dir/if/any

###################count no. of in file rows######################
wc -l Pattern_withoutHTML.csv

######getway or local ip######

curl ipinfo.io/ip
/anaconda3/bin/jupyter-notebook

sudo /anaconda3/bin/jupyter notebook

+++++++++++to different screen+++++++++++++++
screen -S Jupyter
screen -r

jupyter notebook &> /dev/null &

jupyter notebook --> to start jupyter notebook
anaconda-navigator --> to open navigator
conda info --envs --> to check available environments 

kk@kk:~$ conda info --envs
# conda environments:
#
py27                     /home/kk/anaconda/envs/py27
py36                     /home/kk/anaconda/envs/py36
tensorflow            *  /home/kk/anaconda/envs/
root                     /home/kk/anaconda

source activate [environments name]   |}==on home path(or bloble)
source deactivate [environments name] |}==on home path(or bloble)


# find out number of CPU cores in your machine
nproc

***free memory in nvidia GPU
watch nvidia-smi

***Notebook running on ip/port
jupyter notebook --ip=0.0.0.0 --port=6868

*********************************************************************************************************************************************

uploading

scp [] krunal@praxeum.datax.ai:/home/krunal/web_scraping/

##############################################################################ls -l

downloading 

scp krunal@praxeum.datax.ai:/home/krunal/web_scraping/nordstrom/nord_out_26.zip  .
###############################################################################

scp ubuntu@kkrunal.cloudapp.net:/home/ubuntu/cencosud_data_for_attribute/batteries_required_sep14_2.csv /home/krunal/Desktop .

scp krunal@regex1.cloudapp.net:/mnt/items_included/krunal_items/without_none.csv .
cencosud_data_for_attribute
###############################################################################

for checking in screen or not ps -eaf



scp pest_type.py ubuntu@abhishek3.cloudapp.net:/home/ubuntu/pest_type


for api-streaming
-------------------

scp pest_type.py ubuntu@abhishek3.cloudapp.net:/home/ubuntu/api_streaming/pest_type

$$$$$$$$$---FOR PYTHON-path ANACONDA VERSON----#####

export PATH="$HOME/anaconda3/bin:$PATH"
sudo su
export PATH="/anaconda3/bin:$PATH"
###############################################################################
Install tensorflow as tf
conda create -n tensorflow python=3.5

https://stackoverflow.com/questions/37061089/trouble-with-tensorflow-in-jupyter-notebook

################################################################################

##make/achive tar file(zip, compress)
tar -zcvf without_none_10.tar.gz without_none_10.csv
zip myfile{source}.zip filename{destination}.txt

Extract file
tar -xvzf without_none_9.tar.gz

unzip file.zip -d destination_folder

#################################################################################

$$$$$$$$$
**VM host name : krunal@regex1.cloudapp.net
**VM host name : ubuntu@kkrunal.cloudapp.net(my)
--------------------------------
 		
#################################################################################
Hosting file
sudo cp file_name[Word_smlrty.ipynb] /var/www/html/
to access file : http://kkrunal.cloudapp.net/file_name[Word_smlrty.ipynb]

#################################################################################
 check code efficiency
 pylint.exe .\jewellery.py
#################################################################################

ssh ubuntu@kkrunal.cloudapp.net --> to connect VM

################################################################################

moving(move)from directory to dir

mv -t /destination/directory/ file1 file2 file3
sudo mv ~/blade_type ~/over_the_counter_medicine_type ~/SUBJECT /mnt/

################################# Gitlab command ####################################

git clone git@crowd
git fetch
git stash save your-file-name

git checkout krunal_attribute
git checkout -b new_branch

git branch
git add Attribute_model_files/dress_occassion
git add Attribute_model_files/is_maternity
git commit -m "dress_occasion and is_maternity"
git push origin krunal_attribute

####################################github blog########################################

Plz deploy to AE2 staging

[all JSON data on git.](https://...)

##########################################github#######################################