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	Documentation
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				| @ -14,7 +14,7 @@ It is a zero configuration fire-and-forget execution agent, which combined with | ||||
| 
 | ||||
| **Full AutoML in 5 steps**  | ||||
| 1. Install the [TRAINS server](https://github.com/allegroai/trains-agent) (or use our [open server](https://demoapp.trains.allegro.ai)) | ||||
| 2. `pip install trains_agent` ([install](#installing-the-trains-agent) the TRAINS agent on any GPU machine: on-premises / cloud / ...) | ||||
| 2. `pip install trains-agent` ([install](#installing-the-trains-agent) the TRAINS agent on any GPU machine: on-premises / cloud / ...) | ||||
| 3. Add [TRAINS](https://github.com/allegroai/trains) to your code with just 2 lines & run it once (on your machine / laptop) | ||||
| 4. Change the [parameters](#using-the-trains-agent) in the UI & schedule for [execution](#using-the-trains-agent) (or automate with an [AutoML pipeline](#automl-and-orchestration-pipelines-)) | ||||
| 5. :chart_with_downwards_trend: :chart_with_upwards_trend: :eyes:  :beer: | ||||
| @ -133,7 +133,7 @@ Development Machine                                                           | | ||||
| ### Installing the TRAINS Agent | ||||
| 
 | ||||
| ```bash | ||||
| pip install trains_agent | ||||
| pip install trains-agent | ||||
| ``` | ||||
| 
 | ||||
| ### TRAINS Agent Usage Examples | ||||
|  | ||||
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