post2web

#durty timing stuff around the code
import time
class Timer:
    
    times = {}
    
    @staticmethod
    def start(key=''):
        if key not in Timer.times:
            Timer.times[key] = {'start': False, 'sum': 0}

post2web

from IPython import display

plt.plot(data)
display.clear_output(wait=True)
display.display(plt.gcf())

post2web

import tensorflow as tf

batch_size = 2
get_single_xy_timeout = 10
train_timeout = 3
n_epochs = 5
n_threads = 5

# dummy function simulating loading, preprocessing
# and other operations needed for the X and Y

post2web

# Implementation of a rotating buffer on the GPU of size 2.
import threading
import tensorflow as tf
from tensorflow.python.client import timeline
import numpy as np
import time

params = {
    'batch_size': 128,
    'seg_len': 4000,

post2web

def lrelu(x, leak=0.1):
    f1 = 0.5 * (1 + leak)
    f2 = 0.5 * (1 - leak)
    return f1 * x + f2 * abs(x)
        
 def lrelu(x, leak = 0.1):
    return tf.maximum(leak*x, x)

post2web

def find_primes(n):

    is_prime = np.ones(n, dtype=bool)
    # remove 0 and 1 because we know they are not prime
    is_prime[0:2] = False
    # start from number 2
    for number in range(2 , n):
        if number**2 > n: break
        if is_prime[number]:
            is_prime[number*2::number] = False

post2web

# download a file with max bandwidth
aria2c --file-allocation=none -c -x 10 -s 10 URL
# disk inventory
ncdu

post2web

## list all drives and find /dev/sdXY for the external
sudo lsblk -o NAME,FSTYPE,SIZE,MOUNTPOINT,LABEL
## Install hfsprogs to read HFS+ (apple's file system)
sudo apt-get install hfsprogs
## mount
sudo mount -t hfsplus -o force,rw /dev/sdXY /media/external
## or
sudo mount -t exfat -o force,rw /dev/sdXY /media/external
## if the drive was improperly unmounted or a little corrupted
# sudo fsck.hfsplus -f /dev/sdXY

post2web

fig = plt.gcf() # get current figure
ax = plt.gca() # get current axis

post2web

Generate a rsa keypair:

# ssh-keygen
then copy it on the server with one simple command:

# ssh-copy-id hostname
you can now log in without password:

# ssh hostname