Feather

Feather What is Feather Feather is a fast, lightweight, and easy-to-use binary file format for storing data frames. It has a few specific design goals: Lightweight, minimal API: make pushing data frames in and out of memory as simple as possible Language agnostic: Feather files are the same whether written by Python or R code.…

Debug in Jupyter notebooks

Variable inspector A quick way to inspect variables can be done with the jupyter extension Variable Inspector if a more line by line debug is required then you can either use pdb or what I’m using now is PixieDebugger that gives me a more traditional way to debug code Debug with PixieDebugger Install PixieDust using the following pip command:…

Defining a network structure

The hardest part if to develop an intuition to decide on what layers you will include in a given network since the network will perform different depending on the complexity of the task, some recommended things to try are: Change the number of convolutional layers Increase the size of convolutional kernels for larger images Change…