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Fix Trains examples references

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allegroai 2020-10-15 23:28:53 +03:00
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@ -272,12 +272,12 @@ trains-agent daemon --services-mode --detached --queue services --create-queue -
## AutoML and Orchestration Pipelines <a name="automl-pipes"></a>
The Trains Agent can also be used to implement AutoML orchestration and Experiment Pipelines in conjunction with the Trains package.
Sample AutoML & Orchestration examples can be found in the Trains [example/automl](https://github.com/allegroai/trains/tree/master/examples/automl) folder.
Sample AutoML & Orchestration examples can be found in the Trains [example/automation](https://github.com/allegroai/trains/tree/master/examples/automation) folder.
AutoML examples
- [Toy Keras training experiment](https://github.com/allegroai/trains/blob/master/examples/automl/automl_base_template_keras_simple.py)
- [Toy Keras training experiment](https://github.com/allegroai/trains/blob/master/examples/optimization/hyper-parameter-optimization/base_template_keras_simple.py)
- In order to create an experiment-template in the system, this code must be executed once manually
- [Random Search over the above Keras experiment-template](https://github.com/allegroai/trains/blob/master/examples/automl/automl_random_search_example.py)
- [Random Search over the above Keras experiment-template](https://github.com/allegroai/trains/blob/master/examples/automation/manual_random_param_search_example.py)
- This example will create multiple copies of the Keras experiment-template, with different hyper-parameter combinations
Experiment Pipeline examples