投稿時間:2020-12-16 12:42:40 RSSフィード2020-12-16 12:00 分まとめ(49件)

カテゴリー等	サイト名等	記事タイトル・トレンドワード等	リンクURL	頻出ワード・要約等/検索ボリューム	登録日
TECH	Engadget Japanese	薩摩の二匠が共作した切子と焼酎。『”黒切子の匠” 弟子丸限定モデル ✕ ”蔵元秘蔵 稀少の原酒” 侍士の門・太久保酒造 』	https://japanese.engadget.com/kagoshima-025503736.html	『黒切子の匠弟子丸限定モデル✕蔵元秘蔵稀少の原酒侍士の門・太久保酒造』『薩摩が誇る伝統と革新の極み、お届けいたします』「美の匠ガラス工房弟子丸×太久保酒造」幕末薩摩の伝統を背負う匠同士の出会いから生まれた「その焼酎を飲むために制作された切子」と「その切子に注がれるために造られた焼酎」quot手にした者にしか分からない、薩摩切子の深み、黒切子の真髄。	2020-12-16 02:55:03
TECH	Engadget Japanese	2画面化スマホなのに一括8万円台、「LG VELVET」はスタイラスペンも欲しい	https://japanese.engadget.com/lg-velvet-review-024939766.html	lgvelvet	2020-12-16 02:49:39
TECH	Engadget Japanese	新型Apple TV、2021年発売の噂。A14搭載で新型コントローラーも付いてくる説もあり	https://japanese.engadget.com/appletv-2021-a14x-newcontroller-024542684.html	apple	2020-12-16 02:45:42
TECH	Engadget Japanese	宇宙船人狼「Among Us」Nintendo Switch版配信、しかも日本語対応	https://japanese.engadget.com/among-us-021030433.html	amongus	2020-12-16 02:10:30
IT	ITmedia 総合記事一覧	[ITmedia News] SNK、21年に新しいゲーム機を発売　Twitterで告知	https://www.itmedia.co.jp/news/articles/2012/16/news073.html	itmedianewssnk	2020-12-16 11:34:00
IT	ITmedia 総合記事一覧	[ITmedia News] 漫画家の執筆作業、リアタイで見て応援　クリエイター向けライブ配信「00:00 Studio」正式スタート	https://www.itmedia.co.jp/news/articles/2012/16/news069.html	itmedia	2020-12-16 11:20:00
IT	ITmedia 総合記事一覧	[ITmedia News] Microsoft、攻撃に悪用されたSolarWindsのアプリを強制遮断すると予告	https://www.itmedia.co.jp/news/articles/2012/16/news068.html	itmedianewsmicrosoft	2020-12-16 11:13:00
TECH	Techable（テッカブル）	どんな天候でも衛星が地上を観測、水害情報を提供するサービスがスタート	https://techable.jp/archives/144654	synsp	2020-12-16 02:00:22
python	Pythonタグが付けられた新着投稿 - Qiita	はじめまして	https://qiita.com/TaY_2434/items/2a5a1b8bca84d9768d39	laravel	2020-12-16 11:46:53
python	Pythonタグが付けられた新着投稿 - Qiita	WSL2上のPython環境でtkinter等のGUIプログラムを動かす方法	https://qiita.com/386jp/items/ab0ecee4400f70f3bd09	GUIプログラムを動かすためにDISPLAYという環境変数を設定してあげる必要があります。	2020-12-16 11:14:39
js	JavaScriptタグが付けられた新着投稿 - Qiita	はじめまして	https://qiita.com/TaY_2434/items/2a5a1b8bca84d9768d39	laravel	2020-12-16 11:46:53
js	JavaScriptタグが付けられた新着投稿 - Qiita	（我が家のPC運用）ダッシュボードで運用情報を確認	https://qiita.com/suwanishi77/items/96be15c6d4315d7da304	上記のコードは「こちら」に格納していますが、左記にあるバッチは実行結果をレポートファイルに出力するようにしています。	2020-12-16 11:26:40
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	GAS　ライブラリ追加	https://teratail.com/questions/310521?rss=all	GASライブラリ追加GooglenbspAppnbspScriptnbspがアップデートされた後から、ライブラリ追加をしようとすると以下のMSGが表示されて追加ができません。	2020-12-16 11:42:27
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	Tailwindのautoprefixerをインストールし直してもcommand not foundになる	https://teratail.com/questions/310520?rss=all	Tailwindのautoprefixerをインストールし直してもcommandnotfoundになる前提・実現したいこと今回はじめてTailwindを使用しようとしています。	2020-12-16 11:35:42
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	access　関数について教えてください。	https://teratail.com/questions/310519?rss=all	access	2020-12-16 11:34:17
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	arduino nano本体の電源を、一瞬でOFF→ONしたい	https://teratail.com/questions/310518?rss=all	arduino	2020-12-16 11:33:47
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	nginxでWebDavを実装したい	https://teratail.com/questions/310517?rss=all	nginxでWebDavを実装したいNginxでWebDavを実装して、ブラウザでディレクトリの中を参照したいです。	2020-12-16 11:33:31
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	python treeview 改行表示方法	https://teratail.com/questions/310516?rss=all	pythontreeview改行表示方法pythonにてtreeview作成中なのですが、疑問です。	2020-12-16 11:32:26
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	make pycaffeを実行しようとするとラズパイが毎回フリーズしてしまう。	https://teratail.com/questions/310515?rss=all	makepycaffeを実行しようとするとラズパイが毎回フリーズしてしまう。	2020-12-16 11:22:06
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	多次元配列の代入方法について	https://teratail.com/questions/310514?rss=all	append	2020-12-16 11:16:51
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	【.htaccess】リンククリック時にUAに応じたリダイレクト処理を行いたい	https://teratail.com/questions/310513?rss=all	【htaccess】リンククリック時にUAに応じたリダイレクト処理を行いたい前提・利用サーバーヘテムル・サイト形式PCさいと、SPサイトともにHTMLnbspSPディレクトリはPCディレクトリのサブディレクトリになっています。	2020-12-16 11:15:34
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	WPプラグイン(MW wp form)の通知をchatworkで受けるfunctionsコードの書き方	https://teratail.com/questions/310512?rss=all	WPプラグインMWwpformの通知をchatworkで受けるfunctionsコードの書き方前提・実現したいことWPプラグインmwnbspwpnbspformで投稿があった際、chatworkで通知を受け取るシステムを作りたいと思っています。	2020-12-16 11:09:57
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	動いていたハイパーリンクが機能しない	https://teratail.com/questions/310511?rss=all	動いていたハイパーリンクが機能しない前提・実現したいこと昨日まで特定の列にハイパーリンク先の値とファイルを呼び出せるリストを作っておりIf構文でリストの空きを作っていました。	2020-12-16 11:04:57
Ruby	Rubyタグが付けられた新着投稿 - Qiita	【Ruby】rangeオブジェクトのドット2つとドット３つの違いについて。	https://qiita.com/yuta-38/items/9f6fc62adbfb0521a2a7	foriinpiend	2020-12-16 11:44:04
Ruby	Rubyタグが付けられた新着投稿 - Qiita	【Ruby】キーを指定して値を取得する方法。ハッシュ、シンボル、fetchの違い	https://qiita.com/yuta-38/items/c302373ce78f999a4082	・シンボルobja・ハッシュobjaobjaも同じ・fetchobjfetchaまたはobjfetchaハッシュ、シンボル、fetchの違いそれぞれの違いは、①元のオブジェクトの形式が何か②存在しないキーでエラーを表示するかの点になる。	2020-12-16 11:34:38
Ruby	Rubyタグが付けられた新着投稿 - Qiita	ruby スクレイピングにおける記事情報の取得	https://qiita.com/RuiShunsin/items/21ce22ab5999b6d72551	目次スクレイピングとはスクレイピングを行うための環境基本のコード要素の指定スクレイピングで画像urlを取得する方法スクレイピングとはスクレイピングとは“データを収集した上で利用しやすく加工することです。	2020-12-16 11:01:40
技術ブログ	Developers.IO	待望の新サービス AWS CloudShell がリリースされました！ #reinvent	https://dev.classmethod.jp/articles/new-service-aws-cloudshell-reinvent-2020/	awscli	2020-12-16 02:50:05
技術ブログ	Developers.IO	AWS CloudShellでSLを走らせてみた #reinvent	https://dev.classmethod.jp/articles/sl-on-aws-cloudshell/	awscloudshell	2020-12-16 02:42:52
技術ブログ	Developers.IO	LIXILが成し遂げたIoT×DXを成功に導く3つのポイント #devio_showcase	https://dev.classmethod.jp/articles/lixil-devio_showcase/	devioshowcase	2020-12-16 02:30:56
技術ブログ	Developers.IO	[アップデート] AWS Personal Health Dashboard が Organizations と連携、組織ビューが見られるようになりました	https://dev.classmethod.jp/articles/phd-organizational-view/	lhealthdashboardphd	2020-12-16 02:28:30
技術ブログ	Developers.IO	Google スプレッドシートで管理しているデータを BigQuery から参照して SQL で集計してみた。	https://dev.classmethod.jp/articles/google-spreadsheet-sql-from-bigquery/	bigquery	2020-12-16 02:21:59
技術ブログ	Developers.IO	プロダクトのリリースと環境について考えてみた	https://dev.classmethod.jp/articles/product-release-and-environment/	関連	2020-12-16 02:16:41
海外TECH	Engadget	Now you can watch Netflix on your Echo Show	https://www.engadget.com/echo-show-netflix-023602178.html	Now you can watch Netflix on your Echo ShowIn September Amazon revealed its Echo Show with a rotating base and announced that Netflix streaming would come to the platform Today is that day and if you have one of Amazon s Alexa connected smart displays you should be able to queue up a f	2020-12-16 02:36:02
海外科学	NYT > Science	Biden’s Climate Team Begins to Take Shape	https://www.nytimes.com/2020/12/15/climate/biden-cabinet-mccarthy-granholm-buttigieg.html	Biden s Climate Team Begins to Take ShapeThe president elect is expected to pick Gina McCarthy a former E P A chief as White House climate coordinator Jennifer Granholm a former Michigan governor is said to be his choice for the Energy Department	2020-12-16 02:29:12
海外科学	NYT > Science	Moderna Vaccine Is Highly Protective and Prevents Severe Covid, Data Show	https://www.nytimes.com/2020/12/15/health/covid-moderna-vaccine.html	Moderna Vaccine Is Highly Protective and Prevents Severe Covid Data ShowThe positive review most likely ensures that the Food and Drug Administration will grant emergency authorization to a second coronavirus vaccine this week for millions of Americans	2020-12-16 02:06:23
海外科学	NYT > Science	Fears of a ‘Twindemic’ Recede as Flu Lies Low	https://www.nytimes.com/2020/12/13/health/flu-coronavirus-twindemic.html	covid	2020-12-16 02:35:13
海外科学	NYT > Science	F.D.A. Clears Pfizer Vaccine, and Millions of Doses Will Be Shipped Right Away	https://www.nytimes.com/2020/12/11/health/pfizer-vaccine-authorized.html	initial	2020-12-16 02:06:17
海外科学	NYT > Science	F.D.A. Panel Gives Green Light to Pfizer's Covid Vaccine	https://www.nytimes.com/2020/12/10/health/covid-vaccine-pfizer-fda.html	F D A Panel Gives Green Light to Pfizer x s Covid VaccineThe blessing of these experts means that the agency will likely OK the vaccine s use paving the way for health care workers to begin getting shots next week	2020-12-16 02:06:39
金融	ニッセイ基礎研究所	コロナ禍における生活の変化（１）－「新型コロナによる暮らしの変化に関する調査」からみる生活行動の変化と地域間較差	https://www.nli-research.co.jp/topics_detail1/id=66359?site=nli	こうした生活行動や生活時間が、第三波の真っ只中にある今、どのように変化しているかについては、今月実施する第回の調査の結果を用いて改めて示すこととしたい。	2020-12-16 11:49:26
ニュース	ジェトロ ビジネスニュース（通商弘報）	PCR検査、フライト出発の72時間以内の実施が必要に	https://www.jetro.go.jp/biznews/2020/12/3fc75b99ba8db252.html	検査	2020-12-16 02:30:00
ニュース	ジェトロ ビジネスニュース（通商弘報）	ミャンマー、各種制限措置を12月31日まで再延長	https://www.jetro.go.jp/biznews/2020/12/88da9a9dcd8a82c4.html	月日	2020-12-16 02:25:00
ニュース	BBC News - Home	Gay conversion therapy: Hundreds of religious leaders call for ban	https://www.bbc.co.uk/news/uk-55326461	harmful	2020-12-16 02:12:54
LifeHuck	ライフハッカー［日本版］	Googleの新しいストレージポリシーに備える方法〜2021年6月までにやっておくこと	https://www.lifehacker.jp/2020/12/226029how-to-prepare-for-googles-new-cloud-storage-restrictio.html	google	2020-12-16 12:00:00
北海道	北海道新聞	ローソン、年末年始に一部休業　全国の８５店前後	https://www.hokkaido-np.co.jp/article/492197/	年末年始	2020-12-16 11:01:03
北海道	北海道新聞	【道スポ】コンサ・石川　現役ラスト勝利で飾る　１９日アウェー浦和戦	https://www.hokkaido-np.co.jp/article/492204/	今季限り	2020-12-16 11:11:00
北海道	北海道新聞	西村氏、ＧｏＴｏ停止の効果強調　「感染防止に全力」、衆院内閣委	https://www.hokkaido-np.co.jp/article/492202/	内閣委員会	2020-12-16 11:10:00
北海道	北海道新聞	大樹町で震度３　津波の心配なし	https://www.hokkaido-np.co.jp/article/492200/	十勝管内	2020-12-16 11:01:36
IT	週刊アスキー	スシロー「天然本鮪7貫盛り」数量限定で発売	https://weekly.ascii.jp/elem/000/004/037/4037560/	数量限定	2020-12-16 11:50:00
GCP	Cloud Blog	Baking recipes made by AI	https://cloud.google.com/blog/topics/developers-practitioners/baking-recipes-made-ai/	Baking recipes made by AIHave you ever wondered what fundamentally scientifically makes a piece of cake different from a slice of bread or a cookie Me neither But now this important controversial question finally has an answer thanks to explainable machine learning Sort of In machine learning explainability is the study of how we can make models more interpretable so that we can understand at least to some extent why they make the predictions they do an improvement from taking the predictions of a deep neural net at face value without understanding what contributed to the model output In this post we ll show you how to build an explainable machine learning model that analyzes baking recipes and we ll even use it to come up with our own new recipes no data science expertise required This project idea comes from Sara Robinson who works on AI for Google Cloud In April she started a storm of pandemic baking and like any good machine learning practitioner baker soon turned her modeling skills to baking She collected a dataset of recipes and then built a TensorFlow model that took in lists of ingredients and spit out predictions like “ bread cake cookie Sara s model could accurate classify recipes by type but she also used it to come up with a completely new recipe something her model deemed to be about cookie and cake a “cakie Sara Robinson s original cakie cookie hybrid the “cakie Results were promising “It is yummy And it strangely tastes like what I d imagine would happen if I told a machine to make a cake cookie hybrid You can find her cakie recipe on her original blog This December Dale and Sara teamed up to build a baking model using a bigger dataset new tools and an explainabile model one which would give insight into what makes cakes cakes and cookies cookies and breads breads Plus we came up with a new hybrid recipe the “breakie a bread cookie hybrid we wanted to call it a brookie but that name was already taken Dale s first bite of a “cakie Keep reading to learn how we did it or scroll to the end to see our brookie recipe Build an Explainable No Code Model with MLFor this project we decided to use a Google Cloud tool called AutoML Tables It s a no code way to build machine learning models on tabular data like the kind you d find in a spreadsheet or database We chose AutoML Tables because it s both easy to use and just got an upgrade of new built in explainability tools like Feature Attribution more on that in a bit Collecting and Preparing DataTo start we collected a dataset of about baking recipes for cookies cakes and breads from the web We can t share the dataset here because we don t own it but you can definitely find your own recipe datasets online Next we whittled down each of those recipes to core ingredients YeastFlourSugarEggFat sum of any type of oil MilkBaking SodaBaking PowderApple Cider VinegarButtermilkBananaPumpkin PureeAvocadoWaterButterSaltWe didn t include anything else like cinnamon chocolate chips or nutmeg in our model The choice of these ingredients was slightly arbitrary but mainly we were trying to include ingredients that affect texture and consistency and exclude ingredients that don t affect texture and that might even let the model “cheat For example you could theoretically add chocolate chips to any recipe but they re almost never found in bread a hint we didn t want our model to learn from Oh speaking of bread we also made the executive decision to move sweet breads like pumpkin bread banana bread zucchini bread etc from the “bread category to the “cake category based mostly on the wisdom of Great British Bake Off judge Paul Hollywood who said on Instagram that banana bread is most definitely not a bread Because recipes give ingredients in all different measurement units butter could be written in sticks or tablespoons or ounces we converted all measurement units to ounces using a very long and unsophisticated if statement And finally for our last step of preprocessing we used a little data augmentation trick Data augmentation is a method for creating new training examples in this case rows from data you already have We wanted our model to be insensitive to the serving size of a recipe so we decided randomly double and triple ingredient amounts Since a recipe for x or x a cake should be more or less identical to the original cake recipe we were able to generate new recipe examples for free woohoo Building a ModelNext we built a classification model using AutoML Tables which was the easiest part of this project You can find Tables under the “Artificial Intelligence section of the GCP console Once you create a new Tables model you can import data directly from a csv Google Sheets or a BigQuery database Once your data is imported you ll be able to see it in the “Train tab AutoML Tables automatically computes some useful metrics about your data for you like what percent of each column has missing values or how many distinct values it contains It also computes the handy metric “Correlation with Target “Target in this case is what we re trying to predict cookie cake or bread You can set it in the drop down up top which in our case is the column labeled “type Once “target is set AutoML will calculate for each ingredient in isolation how correlated it is with the target In the data above you can see that baking soda has the highest correlation with recipe type meaning that if you had to only pick one ingredient to base your decision off of baking soda would be a good bet But in reality baked goods are defined by complex interactions between ingredients and looking at just baking powder alone is not accurate enough for us So we ll build a machine learning model to predict recipe type by clicking on that “Train Model button in the top right of the UI From there you ll be given a dialog that lets you name your model specify for how long you want your model to train and indicate what columns you want to use for training these are called “input features Since we only want our model to look at ingredients I ll select only ingredient columns from the “Input feature selection drop down Next hit “Train model and wait In the background AutoML will train and compare a slew of machine learning models to find one that s accurate This could take a few hours When your model is done training you can view it in the “Evaluate tab which gives you lots of useful stats of model quality As you can see our model was pretty accurate Model Explainability with Feature ImportanceIf you scroll down on the “Evaluate tab we can start to gain more insight into our model through “Feature Importance scores These scores highlight how heavily our model depends on each ingredient when making a prediction In our case it seems like butter sugar yeast and egg are important predictors of whether a recipe is a cookie cake or bread The feature importance scores above show the overall importance of each ingredient to the model which AutoML calculates by looking at aggregate feature importance across our test set But we can also look at feature importance through the lens of a single prediction which might be different For example maybe milk isn t in general an important model feature but when sugar and butter values are low milk becomes more important In other words we d like to know what features did the model depend on when it made one particular prediction In the Test and Use tab we can make predictions about individual recipes and see those local feature importance scores  For example when I feed my model a recipe for cake it correctly predicts the category is “cake confidence Meanwhile the local feature importance scores tell me that egg fat and baking soda were the ingredients that most contributed to that prediction  Coming Up with a Breakie RecipeThanks to those feature importance scores we were able to figure out what made the model think a recipe was for a cookie cake or bread and we used that knowledge to come up with a breakie something our model thought was roughly cookie bread Of course once we found our breakie recipe we had to experimentally verify it in the lab Sara s breakies fresh out of the oven Success We wound up with something that tasted like a cookie but that was more airy like a bread Machine learning it works We should caveat that while our model gave us ingredients it didn t spit out any baking directions so we had to improvise those ourselves And we added chocolate chips and cinnamon for good measure If you want to verify our results for science try our breakie recipe for yourself And if you still have an appetite for ML find more project ideas from Making with ML on YouTube BreakieMakes bread inspired cookies Ingredients teaspoons active dry yeast¼cup warm milk cups flour egg lightly beaten teaspoon baking soda½teaspoon salt¼teaspoon cinnamon½cup white sugar¼cup brown sugar and ¼stick unsalted butter room temperature⅓cup chocolate chipsInstructionsPreheat oven to degrees Fahrenheit Line a baking sheet with parchment paper and lightly grease it with cooking spray Make the bread part Heat milk in microwave until it is warm to the touch but not hot Dissolve yeast in warm milk and set aside In a large bowl combine flour baking soda salt and cinnamon Add the milk and yeast mixture to the flour mixture and stir until combined Add the lightly beaten egg to the flour mixture until combined When you re done mixing it may seem like there is too much flour That s ok set this mixture aside for now Make the cookie part In a stand mixer fitted with a paddle attachment combine room temperature butter with both sugars on medium speed until smooth  Slowly incorporate flour mixture into butter mixture about a cup at a time Stir in chocolate chips Form dough into balls in our recipe test the cookie dough balls were tablespoons or grams if you have a kitchen scale and place a few inches apart on your baking sheet Bake minutes until breakies are golden brown on the outside and start to crack slightly on top Let cool on a wire rack  Enjoy and let us know what you think the bread to cookie ratio of these are Related ArticleIncreasing transparency with Google Cloud Explainable AIWe re working to build AI that s fair responsible and trustworthy and we re excited to introduce the latest developments Read Article	2020-12-16 02:30:00