fx86

import gc

# clear memory in gpu usage and with garbage collection.
# additionally, prints variables with high  memory usage.
def clear_memory():
    gc.collect()
    torch.cuda.empty_cache()
    ''' by Fred Cirera,  https://stackoverflow.com/a/1094933/1870254, modified'''
    def sizeof_fmt(num, suffix='B'):
        for unit in ['','Ki','Mi','Gi','Ti','Pi','Ei','Zi']:

fx86

Libraries:
- [SFA3d](https://github.com/maudzung/SFA3D)
- Laspy (library for reading LiDAR data)
- [Pypetree](http://cjauvin.github.io/pypetree/)
- https://pypi.org/project/lidar/

Related links
- What is point cloud data ? https://en.wikipedia.org/wiki/Point_cloud
- https://towardsdatascience.com/point-cloud-data-simple-approach-f3855fdc08f5
- [(Medium) Essentials of LiDAR data processing](https://geospatialawarenesshub.com/blog/essentials-of-lidar-point-cloud-processing-using-python/)

fx86

Keybase proof

I hereby claim:

• I am fx86 on github.
• I am fx86 (https://keybase.io/fx86) on keybase.
• I have a public key ASDjLtqbNyRGe4aQSX1J3EL5RPA-qRaIj1XL3UkO-Zt6vAo

To claim this, I am signing this object:

fx86

# install brew 
ruby -e "$(curl -fsSL https://raw.zshhubusercontent.com/Homebrew/install/master/install)"

brew doctor

# install zsh
brew install zsh

# install wget using brew
brew install wget

fx86

# save your redash API key in a text file as below
api_key = open('api_key.config', 'r').readlines()[0]



def api_to_df(query_id, api_key=api_key):
    '''
       Takes a Redash query ID and returns cached-results
       in a Pandas dataframe
    '''

fx86

from glob import glob
from hashlib import md5
from fake_useragent import UserAgent as ua
from splinter import Browser
from splinter.exceptions import *
from selenium.common.exceptions import *
from random import randint
from time import sleep
import requests
import time

fx86

import wikipedia

def get_bigrams(string):
  '''
  Takes a string and returns a list of bigrams
  '''
  s = string.lower()
  return [s[i:i+2] for i in xrange(len(s) - 1)]

def string_similarity(str1, str2):