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direct access to MongoDB about aliro HOT 3 CLOSED

epistasislab avatar epistasislab commented on June 18, 2024
direct access to MongoDB

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Comments (3)

lacava avatar lacava commented on June 18, 2024

@djfunksalot : format from recommender:

payload = {'token':self.api_key,
                   'filter_ids':self.trained_data_ids, # ids of data NOT to return
                    'algorithm': self.models, # algorithms to return
                  }

response spec:

  • 'algorithm' one of:
    'LogisticRegression', 'DecisionTreeClassifier', 'KNeighborsClassifier', 'SVC', 'RandomForestClassifier', 'GradientBoostingClassifier' 'ElasticNet', 'DecisionTreeRegressor', 'KNeighborsRegressor', 'SVR', 'RandomForestRegressor', 'GradientBoostingRegressor'
  • 'dataset_name' name of dataset
  • 'accuracy': accuracy
  • 'bal_accuracy': balanced accuracy
  • 'parameters': dictionary parameter values such as {'C':1e-06,'loss'='hinge','fit_intercept'=True}

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lacava avatar lacava commented on June 18, 2024

@djfunksalot lmk when this is updated on your end so i can check it on mine.

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lacava avatar lacava commented on June 18, 2024

uses an external variable FGLAB_URL to define server location. see commit e5b6f18

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