- installation
- quick start
- Frequently Asked Questions
- What is difference between parent and child iterations/algorithm?
- what splitting scheme is used
- Is the pipeline optimized for test data or validation data?
- I don’t want to optimize preprocessing step
- I don’t want to optimize hyperprameters of the models
- I don’t want to optimize model selection
- I want to optimize pipeline for only one model
- I want to optimize pipeline for only selected models
- Can I use different optimization algorithms for parent and child iterations
- How to monitor more than one metrics
- How to find best/optimized pipeline
- Find best pipeline with respect to a specific (performance) metric
- Find best pipeline with respect to a particular model
- Change search space of a particular model
- consider only selected transformations
- do not optimize transformations for input data
- change number of optimization iterations of a specific model
- where are all the results stored
- what if optimization stops in the middle
- what is
config.json
file - How to include results from previous runs
- What versions of underlying libraries do this package depends
- how to use cross validation during pipeline optimization
- how to change search space for batch_size and learning rate