Jarvis is my attempt of making data analysis script easier to write, read and maintain.
The first stage is to design a good set of APIs. Here is what we got for now.
From these APIs, I found the following categories:
- I/O related:
- EDA related:
- Feature enginnering related:
- Model related:
Instead of being designed from the first principle, these APIs and their implementation emerge from users’ contributions on Kaggle. However, you can see there is a strong pattern and their reusability is becoming better day by day.
Currently I’ve done two case studies using this library. Let’s see how it goes.