How you structure code in an ML pipeline makes a big difference in whether other people can easily use it. Here’s a recommendation for how to do it well.
The latest version of Anaconda comes with Python 3.8. But sometimes you need to use an earlier release.
Adding a dimension to a tensor can be important when you’re building deep learning models.
The IPython shell is a fast way to evaluate small bits of code. It also functions as a mighty fine calculator.
In this post we’ll classify an image with PyTorch. If you prefer to skip the prose, you can checkout the Jupyter notebook. Two interesting features of PyTorch are pythonic tensor manipulation that’s similar to numpy and dynamic computational graphs, which handle recurrent neural networks in a more natural way than static … Read More
The Amazon Web Services (AWS) command line tool is a full-featured alternative to using the AWS console to perform actions in your account. Getting started is dead simple.
Once you’ve installed Docker, there a few basic features to know. In this post you’ll learn about running containers. If you haven’t gotten started with Docker yet, checkout this quick start guide. The basics You can run Docker containers with a command that takes the following form: The only required element … Read More
The problem Tuples are immutable sequences in Python. One common way to create a tuple is to put comma separated values in between parentheses. There are a few circumstances where you might prefer an immutable sequence over a mutable one, like a list. One reason they can be useful is … Read More
Docker is a useful tool for creating small virtual machines called containers. Containers are instances of docker images that are defined in Dockerfiles.