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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> ## 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. 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 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 - 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 - This example will create multiple copies of the Keras experiment-template, with different hyper-parameter combinations
Experiment Pipeline examples Experiment Pipeline examples