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--- | |
title: "benchmark" | |
author: "ill-identified" | |
output: | |
pdf_document: default | |
html_document: default | |
--- | |
## JIT 有効になってるとこれの結果が変わるかを検証 |
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require(tidyverse) # ver. 1.2.1 | |
require(CARBayes) # ver. 5.0 | |
require(sf) # ver. 0.6-3 | |
require(ggplot2) # ver. 3.0.0 | |
require(ggthemes) # ver. 4.0.0 | |
require(ggmcmc) # ver. 1.1 | |
rmse <- function(y, pred){ | |
return(sqrt(mean((y - pred)^2))) | |
} |
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require(tidyverse) | |
require(ggthemes) | |
require(rjson) | |
require(jsonlite) | |
# 参考 | |
# https://www.data.jma.go.jp/gmd/risk/obsdl/index.php | |
# https://www.data.jma.go.jp/gmd/risk/obsdl/top/help3.html#hukajoho | |
# https://twitter.com/mehori/status/1020644999703089152 |
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#!/usr/bin/env python3 | |
# -*- coding: utf-8 -*- | |
""" | |
Created on Sat Mar 31 22:57:58 2018 | |
https://www.quora.com/How-can-I-extract-only-text-data-from-HTML-pages | |
https://qiita.com/matsu0228/items/edf7dbba9b0b0246ef8f | |
@author: ks | |
""" | |
import sys, re, datetime |
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#!/usr/bin/env python3 | |
# -*- coding: utf-8 -*- | |
import sys | |
import argparse | |
import random | |
from pathlib import Path | |
from itertools import chain | |
# fname = Path('~/Downloads/vpylm/out_2018-04-01T040258.txt') |
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require(ggplot2) | |
require(purrr) | |
require(stringr) | |
require(glue) | |
require(qrencoder) | |
require(png) | |
require(gridExtra) | |
# given_name 必須. 名 | |
# family_name 任意. 姓 |
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# -------------------------------- | |
# calculate DIC* from stanfit | |
# | |
# * Spiegelhalter et al. (2002) | |
# -------------------------------- | |
DIC <- function(stanfit, df.input, dev ){ | |
# stanfit: stanfit object | |
# df.input: input data.frame | |
# dev: function that calculate the dev. of post.mean; |
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require(KFAS) # 1.2.9 | |
require(dplyr) | |
require(tidyr) | |
require(ggplot2) | |
# --- ARIMA(2, 1) with linear trend --- | |
# generate a dataset | |
set.seed(42) | |
t <- 100 | |
y <- arima.sim(n = t, model = list(ar=c(.3, -0.1), ma=.2), sd=.1) + seq(from=1, to=10, length.out = t) |
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require(bsts) # 0.7.1 | |
data(iclaims) # bring the initial.claims data into scope | |
# --- model 1 ---- | |
ss <- AddLocalLinearTrend(list(), initial.claims$iclaimsNSA) | |
ss <- AddSeasonal(ss, initial.claims$iclaimsNSA, nseasons = 52) | |
model1 <- bsts(initial.claims$iclaimsNSA, | |
state.specification = ss, | |
niter = 1000) |
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# ------ common part ---- | |
require(ggplot2) | |
require(dplyr) | |
require(tidyr) | |
require(dlm) # 1.1-4 | |
require(KFAS) # 1.2.9 | |
require(bsts) # 0.7.1 | |
# calculate the reference price |