Using experiments and models
Experiments and models are the core of a Comet project because they permit you to track and monitor all your data science projects. You have already learned the basic concepts behind experiments and models in Chapter 1, An Overview of Comet, and Chapter 3, Model Evaluation in Comet. In this section, you will learn some advanced topics involving offline and existing experiments, as well as model optimization.
This section is organized as follows:
- Experiments
- Models
Let’s start from the first point: experiments.
Experiments
A Comet experiment is a process that permits you to track your variables while the underlying conditions change. You have already learned the basic concepts behind Comet experiments in Chapter 1, An Overview of Comet. You have already seen the Experiment class, which permits you to connect directly with Comet through an available internet connection. However, it may happen that at a certain time your...
