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ATM: Scalable model selection and tuning
Setup
Quick-start guide
Guide to the ModelHub database
Contributing to ATM and BTB
Adding a classification method
Adding a BTB Selector or Tuner
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Welcome to ATM’s documentation!
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Welcome to ATM’s documentation!
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Contents:
ATM: Scalable model selection and tuning
Background
Our goal: flexibility and power
Setup
0. Requirements
1. Install ATM
2. Install a database
3. Start using ATM!
Quick-start guide
Create a datarun
Execute the datarun
Guide to the ModelHub database
Datasets
Dataruns
Hyperpartitions
Classifiers
Contributing to ATM and BTB
Ways to contribute
Requirements
Style
Tests
Docs
Adding a classification method
1. Valid method classes
2. Creating the JSON file
3. (Optional) Adding a new method to the ATM library
Adding a BTB Selector or Tuner
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