This blog series provides an at-a-glance roundup of recent activity within the LineaPy community, including new features, bug fixes, collaborator shout outs, github discussions or community gatherings.
Parameter Refactoring: Imagine you have developed some processes that take some literal values (any parameters) and produce some results (artifacts). Once you make your notebooks work end-to-end in one or few examples, you want to generalize the process and apply it to the entire data set. This is essentially the process of wrapping a piece of code into a for loop (or nested for loops). This process is very repetitive and error-prone when adding new parameters or making adjustments to the process since it involves a lot of copy-paste and nonlinear cell executions. LineaPy is developing a new API that allows users to determine input parameters and output variables. Learn more about the code and use case on Github Discussion.
LineaPy Technical Workshops: In case you missed our workshop last Friday, feel free to watch the recording on our YouTube channel and win our LineaPy exclusive swag.
Mark your calendar! Our API Basics workshop will take place on 8/5 Friday, 11 AM PT. We will show you how to simplify the notebook cleaning, pipeline building, and data reproducibility step by step on a hosted notebook that requires no infrastructure set-up or cost. Click here to register.