Basics
Implementation Example – Bike Sharing
Let’s take a Kaggle dataset, bike sharing, as an example. Say we are a bike sharing company that…
August 13, 2021 · Taylor EmmaBasics
Basics
A REST API for Predicting
That’s where clearly separating training and prediction comes in handy. If we saved our feature engineering methods and…
August 13, 2021 · Taylor EmmaBasics
Machine Learning Training vs Predicting
There is a major question to be addressed here. Why are we separating training and prediction to begin…
August 13, 2021 · Taylor EmmaBasics
Python Machine Learning Prediction with a Flask REST API
This article is about using Python in the context of a machine learning or artificial intelligence (AI) system…
August 13, 2021 · Taylor EmmaBasics
Exploring SMACSS: Scalable and Modular Architecture for CSS
When we are working on big projects or with groups of developers, we often find that our code…
August 13, 2021 · Taylor EmmaBasics
Filtering and Processing Data
Data is retrieved from snapshots from the RCSB PDB repository. Each file is imported into a single table raw_pdb in…
August 13, 2021 · Taylor EmmaBasics
NR Format
This is a list of non-redundant (NR) chain PDB sets. Its snapshots can be found at ftp.ncbi.nih.gov/mmdb/nrtable/. Its purpose…
August 13, 2021 · Taylor EmmaBasics
Materials and Methods
In order to accomplish this goal, the first step is to gather data from rcsb.org. That site contains downloadable PDB structures…
August 13, 2021 · Taylor EmmaBasics
Developing a Bioinformatics Database for Disulfide Bonds Research
The Protein Data Bank (PDB) bioinformatics database is the world’s largest repository of experimentally-determined structures of proteins, nucleic…
August 13, 2021 · Taylor EmmaBasics
Running and Testing with Insomnia
Insomnia is a decent REST client with a good free version. The best practice is, of course, to include…
August 13, 2021 · Taylor Emma