## Back-propagation in a convolution layer with numpy implementation

This post covers the derivations of back-propagation in a convolution layer, with numpy implementations.

Number-Smithy

A Blog of Programming, Algorithms and Software Tools

Number-Smithy

A Blog of Programming, Algorithms and Software Tools

This post covers the derivations of back-propagation in a convolution layer, with numpy implementations.

This post covers the implementation of pooling layers in a convolutional neural network using numpy.

This post will share some knowledge of 2D and 3D convolutions in a
convolution neural network (CNN), and 3 implementations all done using pure `numpy` and `scipy`.

This post will share some basic knowledge of an artificial neural
network and how to create one from scratch using only numpy. We will build a classification network to
classify hand-written digits from the MNIST dataset.

This post shares my experience installing the FLEXPART software.

`Gplot` is a (thin) wrapper around `matplotlib`, `basemap` and `cartopy` for quick and easy creations of geographical plots.

In this post I share a simple hack to automatically format the contour labels in a suitable string format in a matplotlib contour plot.

Have a bit of fun with matplotlib and Python.

This is a follow-up post to [Experiment with a new data and program
files naming convention - part 1]. In
this post I am sharing the program tools I made to facilitate the
implementation of the scheme.

How do you name your program scripts and data files?