View xgb_quantile_loss.py
import numpy as np
def xgb_quantile_eval(preds, dmatrix, quantile=0.2):
"""
Customized evaluational metric that equals
to quantile regression loss (also known as
pinball loss).
Quantile regression is regression that
View gist:890a378ef8278a81792039201d4d690b
public static void BulkInsertNpgsql<T>(this IDbConnection dbConn, IEnumerable<T> list, IEnumerable<string> insertFields = null)
{
if (list == null) return;
if (list.Count() < 1) return;
var objWithAttributes = list.FirstOrDefault();
var modelDef = OrmLiteConfig.GetModelDefinition(objWithAttributes.GetType());
if (insertFields == null) insertFields = new List<string>();