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class XGBQuantile(XGBRegressor):
def __init__(self,quant_alpha=0.95,quant_delta = 1.0,quant_thres=1.0,quant_var =1.0,base_score=0.5, booster='gbtree', colsample_bylevel=1,
colsample_bytree=1, gamma=0, learning_rate=0.1, max_delta_step=0,max_depth=3, min_child_weight=1, missing=None, n_estimators=100,
n_jobs=1, nthread=None, objective='reg:linear', random_state=0,reg_alpha=0, reg_lambda=1, scale_pos_weight=1, seed=None,silent=True, subsample=1):
self.quant_alpha = quant_alpha
self.quant_delta = quant_delta
self.quant_thres = quant_thres
self.quant_var = quant_var
super().__init__(base_score=base_score, booster=booster, colsample_bylevel=colsample_bylevel,
@reecestart
reecestart / create-account.py
Created January 24, 2018 03:19
Create AWS Account with Python using Organizations
import time
import boto3
import pprint
# setup pprint
pp = pprint.PrettyPrinter(indent=1)
# define the connection
client = boto3.client('organizations')
@crittermike
crittermike / wget.sh
Last active March 28, 2025 18:44
Download an entire website with wget, along with assets.
# One liner
wget --recursive --page-requisites --adjust-extension --span-hosts --convert-links --restrict-file-names=windows --domains yoursite.com --no-parent yoursite.com
# Explained
wget \
--recursive \ # Download the whole site.
--page-requisites \ # Get all assets/elements (CSS/JS/images).
--adjust-extension \ # Save files with .html on the end.
--span-hosts \ # Include necessary assets from offsite as well.
--convert-links \ # Update links to still work in the static version.
@MariadeAnton
MariadeAnton / hi-satellite.md
Last active August 7, 2022 18:06
Travis CI Demo Examples - GitHub Satellite 2019
@lukas-h
lukas-h / license-badges.md
Last active May 5, 2025 20:19
Markdown License Badges for your Project

Markdown License badges

Collection of License badges for your Project's README file.
This list includes the most common open source and open data licenses.
Easily copy and paste the code under the badges into your Markdown files.

Notes

  • The badges do not fully replace the license informations for your projects, they are only emblems for the README, that the user can see the License at first glance.

Translations: (No guarantee that the translations are up-to-date)

@PurpleBooth
PurpleBooth / README-Template.md
Last active May 5, 2025 01:35
A template to make good README.md

Project Title

One Paragraph of project description goes here

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

@sloria
sloria / bobp-python.md
Last active April 27, 2025 07:06
A "Best of the Best Practices" (BOBP) guide to developing in Python.

The Best of the Best Practices (BOBP) Guide for Python

A "Best of the Best Practices" (BOBP) guide to developing in Python.

In General

Values

  • "Build tools for others that you want to be built for you." - Kenneth Reitz
  • "Simplicity is alway better than functionality." - Pieter Hintjens
@iandanforth
iandanforth / kmeansExample.py
Last active May 13, 2024 14:00
A pure python implementation of K-Means clustering. Optional cluster visualization using plot.ly.
#############################################################################
# Full Imports
from __future__ import division
import math
import random
"""
This is a pure Python implementation of the K-means Clustering algorithmn. The
original can be found here:
@wavded
wavded / sample.json
Created September 7, 2011 14:51
Sample GeoJSON File
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