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Merge pull request #17 from redBorder/update_documentation
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Update outliers documentation after training merged
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malvads authored Oct 11, 2023
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## Model training

The rb-aioutliers service generates a custom Druid query and sends it to the Redborder cluster Druid broker. After sending the query, it retrieves the data and attempts to train a model with custom parameters such as epochs or batch size. Once the model training is complete, it outputs a backup file and the generated Keras model.

![img](https://lh3.googleusercontent.com/fife/AK0iWDxKcNUlsurVY1EDmdCojOMiDBQXdL8BDpMjOMMIdfAxSp2v9IPqDXO73dWW8YY30RBYHO4CABByfWG1ma0t52bqI99fDpMeYaEynaUfIrEfAx-IdKaH96801XoJCQT6313F1o56yCisWEM5NK43FOoFY38z28dPr06-RKlknxGrEjLPUCRvrYNIpTPyRIBGo-CGOVCdY5c7rxVvBGT2IoanqxuqwJQ87dmHJNCutQl6OfV3kFgNCGGMao4HcE5_VGUfWiPAJhfQhWZ1fQMmlV68zOxYDLJVCYnEa--g4Us3Qkyy1kyZDYg9pLUnG2T7tseObfolqoMY-MRAwX7uRCTYcEHQ7cycdV8herPZ2cManSgmVIEtRlw11FAO0ylHLrJIMQZn3oYLUysY44XnSnhOESMACVEYaBjyBFdXFJBPR2ux8YZ3FUDajteAaYU1rZDdMgZWT90gl-jzGesaVP34MhuXrq1kISww2GYMtqh1nsx3dfCymlRnZYA_NejF1kv15sO_Ydzzr8Pu7EyMJMtxQUENV7tXGkAhVvR00tkSGuOFFjtT3QHhfGOGPtVyG2Sy_kYZhMuwlusH_y4RIcHrnRcXMPB5IFYqkUKRG7eCAFcYtYRJnFsAyz9Uj38jMF-huJiLGpRkRxsOrz2c_s0JIGDGzbc89P_XXmJ5wAz7xvad_0eh6o1DYUwHYPRkI_Ii1gsIltfMifA6xyXUbqvaSxnsUX5OADFVpifEcpZ5A3ZjfcONwy4-LXa6_L9YjzGzP-s1XRioyWjFV7wl3EtQuK3_xPsVoOHQQpA8ukzIe4YisEB79aXDtL4-xYxHdoR9mnnCkGOrTBJfrTT61FwKR7Cz2Kg9bXz03OgFVGQq7WJPCh7g9vub8vNyAsmkJv758Ku_M6OZ6OnglZAle43lectp066sEFEdnhseyw1Aov9b83H9m1DAeVrOLTHjiVzF3KCwed7pw6YHmmsKBRO25Tw82DylYaUUnC31ULCOu6Ie7ExkIErkaNaM63rmVZjuCQO_sXepUl31cQWjHapD4hhh4rSTWnt7Xm_ejqDKA6PS8Stk6B48EvkPST7EQTTwVMLjNnUXbrdx1aK-7yAeTazAqIaO0HeFs_hthzkHzabkRQBd_2RX5DuVFgiBLzi_44Ca97fd3aWLSze5GEnuHHv0rl3Ks8R5INEf7c-Q9RsRH30AVUWwmhiKYoDr8hycqR_5KvPj15zIDdwTBzRPJIIwyFAEGAisK8cP4M1ibTCAqL-eLcoAYzjHaNgjDCXjhhIJ9INEkwMIpmYOE7Wu_khQ_VuN6V4OeYLRbWiaU7E4xkL2R0eas5hgAktusm8ZfqRyE_PKpaqfdD_9xF9YcZdacMfu2VqzSbP9O-AiiysGBMbgC3ddfN-hX3whWX-0AggtLheSEza3-n7NSyFEK7LJK4SeyQ-M_nfWGn6RgMp2HCpARRXhdyYd7LJG0QZyWoudAS12Oo3FkQuQvxxsdCqkpwe_EcprW0F1xl-mx6Vb_HXhgeW90_QXhDBzRNLovaB6D5AM1IAx9R_O=w917-h1001)

## API Endpoints

### `/calculate`
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