Pinned Loading

1. apple taste test apple taste test

   1

   Apple, Rank, Rating

   2

   Cosmic Crisp, 1, Tart & sweet; 8/10 (Favorite)

   3

   Golden Delight, 11, 1/10

   4

   Envy, 8, 3.5/10

   5

   Honey Crisp, 3, 8/10 (possibly 7/10)

2. fast inplace pandas sorting fast inplace pandas sorting

   1

   # https://github.com/pandas-dev/pandas/issues/15389

   2

   3

   import pandas

   4

   import numpy

   5

   import resource

3. how to freeze Pytorch layers how to freeze Pytorch layers

   1

   # View layers with model.children()

   2

   # Get params with module.parameters()

   3

   4

   m = resnet50(pretrained=True)

   5

   _ = m.train()

4. terminal find all running processes ... terminal find all running processes (and kill zombie python processes)

   1

   ps auxww | grep phrase_to_find // find the pid, make sure it's not the grep pid.

   2

   kill -9 <pid>

   3

   4

   (pkill kills by name, helpful if lots of similarly named things)

5. Python Bound Class Methods Python Bound Class Methods

   1

   class Car():

   2

       def __init__(self, miles_traveled):

   3

           self.miles_traveled = miles_traveled

   4

       def ride(self, miles):

   5

           self.miles_traveled += miles

6. Terminal percent RAM used and storag... Terminal percent RAM used and storage used

   1

   (Inspired from howtogeek.com/659529/how-to-check-memory-usage-from-the-linux-terminal/

   2

   3

   free -m | grep Mem | awk '{print ($3/$2)*100}'

   4

   5

   to show storage: