1589337540
Recently, I started writing a series of posts exploring bias in AI and different ways to mitigate it in a workflow in greater detail. In my last two blogs, I covered reweighing as a mitigation technique within the pre-processing stage of modeling, and adversarial debiasing during the in-processing (model training) stage of the machine learning workflow.
The third stage in the machine learning (ML) pipeline where we can intervene to reduce bias is called post-processing. Post-processing algorithms are mitigation steps that can be applied to the model predictions. On Fairness and Calibration [1], Equality of Opportunity in Supervised Learning [2] and Decision Theory for Discrimination-aware Classification [3] are among the different post-processing bias mitigation techniques proposed from academic literature.
#artificial-intelligence #machine-learning #data-science
1655730729
Neste guia, você aprenderá como criar botões de rádio personalizados incríveis usando apenas HTML e CSS. Para criar botões de rádio personalizados incríveis usando apenas HTML e CSS. Primeiro, você precisa criar dois arquivos, um arquivo HTML e outro arquivo CSS.
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Custom Radio Buttons | Codequs</title>
<link rel="stylesheet" href="style.css">
</head>
<body>
<div class="wrapper">
<div class="title">Select your option</div>
<div class="box">
<input type="radio" name="select" id="option-1">
<input type="radio" name="select" id="option-2">
<input type="radio" name="select" id="option-3">
<input type="radio" name="select" id="option-4">
<label for="option-1" class="option-1">
<div class="dot"></div>
<div class="text">Gamer</div>
</label>
<label for="option-2" class="option-2">
<div class="dot"></div>
<div class="text">YouTuber</div>
</label>
<label for="option-3" class="option-3">
<div class="dot"></div>
<div class="text">Student</div>
</label>
<label for="option-4" class="option-4">
<div class="dot"></div>
<div class="text">Developer</div>
</label>
</div>
</div>
</body>
</html>
@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@200;300;400;500;600;700&display=swap');
*{
margin: 0;
padding: 0;
box-sizing: border-box;
font-family: 'Poppins', sans-serif;
}
html,body{
display: grid;
height: 100%;
place-items: center;
}
.wrapper{
width: 350px;
background: #fff;
border-radius: 10px;
box-shadow: 5px 5px 30px rgba(0,0,0,0.2);
}
.wrapper .title{
color: #fff;
line-height: 65px;
text-align: center;
background: #333;
font-size: 25px;
font-weight: 500;
border-radius: 10px 10px 0 0;
}
.wrapper .box{
padding: 20px 30px;
background: #fff;
border-radius: 10px;
}
.wrapper .box label{
display: flex;
height: 53px;
width: 100%;
align-items: center;
border: 1px solid lightgrey;
border-radius: 50px;
margin: 10px 0;
padding-left: 20px;
cursor: default;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1,
#option-2:checked ~ .option-2,
#option-3:checked ~ .option-3,
#option-4:checked ~ .option-4{
background: #333;
border-color: #333;
}
.wrapper .box label .dot{
height: 20px;
width: 20px;
background: #d9d9d9;
border-radius: 50%;
position: relative;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot,
#option-2:checked ~ .option-2 .dot,
#option-3:checked ~ .option-3 .dot,
#option-4:checked ~ .option-4 .dot{
background: #fff;
}
.box label .dot::before{
position: absolute;
content: "";
top: 50%;
left: 50%;
transform: translate(-50%, -50%) scale(2);
width: 9px;
height: 9px;
border-radius: 50%;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot::before,
#option-2:checked ~ .option-2 .dot::before,
#option-3:checked ~ .option-3 .dot::before,
#option-4:checked ~ .option-4 .dot::before{
background: #333;
transform: translate(-50%, -50%) scale(1);
}
.wrapper .box label .text{
color: #333;
font-size: 18px;
font-weight: 400;
padding-left: 10px;
transition: color 0.3s ease;
}
#option-1:checked ~ .option-1 .text,
#option-2:checked ~ .option-2 .text,
#option-3:checked ~ .option-3 .text,
#option-4:checked ~ .option-4 .text{
color: #fff;
}
.wrapper .box input[type="radio"]{
display: none;
}
Agora você criou com sucesso botões de rádio personalizados incríveis usando apenas HTML e CSS.
1655734395
Trong hướng dẫn này, bạn sẽ học cách tạo các Nút radio tùy chỉnh tuyệt vời chỉ bằng HTML và CSS. Để tạo các Nút radio tùy chỉnh tuyệt vời chỉ bằng HTML và CSS. Đầu tiên, bạn cần tạo hai Tệp, một Tệp HTML và một tệp khác là Tệp CSS.
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Custom Radio Buttons | Codequs</title>
<link rel="stylesheet" href="style.css">
</head>
<body>
<div class="wrapper">
<div class="title">Select your option</div>
<div class="box">
<input type="radio" name="select" id="option-1">
<input type="radio" name="select" id="option-2">
<input type="radio" name="select" id="option-3">
<input type="radio" name="select" id="option-4">
<label for="option-1" class="option-1">
<div class="dot"></div>
<div class="text">Gamer</div>
</label>
<label for="option-2" class="option-2">
<div class="dot"></div>
<div class="text">YouTuber</div>
</label>
<label for="option-3" class="option-3">
<div class="dot"></div>
<div class="text">Student</div>
</label>
<label for="option-4" class="option-4">
<div class="dot"></div>
<div class="text">Developer</div>
</label>
</div>
</div>
</body>
</html>
@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@200;300;400;500;600;700&display=swap');
*{
margin: 0;
padding: 0;
box-sizing: border-box;
font-family: 'Poppins', sans-serif;
}
html,body{
display: grid;
height: 100%;
place-items: center;
}
.wrapper{
width: 350px;
background: #fff;
border-radius: 10px;
box-shadow: 5px 5px 30px rgba(0,0,0,0.2);
}
.wrapper .title{
color: #fff;
line-height: 65px;
text-align: center;
background: #333;
font-size: 25px;
font-weight: 500;
border-radius: 10px 10px 0 0;
}
.wrapper .box{
padding: 20px 30px;
background: #fff;
border-radius: 10px;
}
.wrapper .box label{
display: flex;
height: 53px;
width: 100%;
align-items: center;
border: 1px solid lightgrey;
border-radius: 50px;
margin: 10px 0;
padding-left: 20px;
cursor: default;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1,
#option-2:checked ~ .option-2,
#option-3:checked ~ .option-3,
#option-4:checked ~ .option-4{
background: #333;
border-color: #333;
}
.wrapper .box label .dot{
height: 20px;
width: 20px;
background: #d9d9d9;
border-radius: 50%;
position: relative;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot,
#option-2:checked ~ .option-2 .dot,
#option-3:checked ~ .option-3 .dot,
#option-4:checked ~ .option-4 .dot{
background: #fff;
}
.box label .dot::before{
position: absolute;
content: "";
top: 50%;
left: 50%;
transform: translate(-50%, -50%) scale(2);
width: 9px;
height: 9px;
border-radius: 50%;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot::before,
#option-2:checked ~ .option-2 .dot::before,
#option-3:checked ~ .option-3 .dot::before,
#option-4:checked ~ .option-4 .dot::before{
background: #333;
transform: translate(-50%, -50%) scale(1);
}
.wrapper .box label .text{
color: #333;
font-size: 18px;
font-weight: 400;
padding-left: 10px;
transition: color 0.3s ease;
}
#option-1:checked ~ .option-1 .text,
#option-2:checked ~ .option-2 .text,
#option-3:checked ~ .option-3 .text,
#option-4:checked ~ .option-4 .text{
color: #fff;
}
.wrapper .box input[type="radio"]{
display: none;
}
Bây giờ bạn đã tạo thành công các Nút radio tùy chỉnh tuyệt vời chỉ bằng HTML và CSS.
1655726968
В этом руководстве вы узнаете, как создавать потрясающие настраиваемые радиокнопки, используя только HTML и CSS. Чтобы создать удивительные пользовательские радиокнопки, используя только HTML и CSS. Во-первых, вам нужно создать два файла: один файл HTML, а другой — файл CSS.
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Custom Radio Buttons | Codequs</title>
<link rel="stylesheet" href="style.css">
</head>
<body>
<div class="wrapper">
<div class="title">Select your option</div>
<div class="box">
<input type="radio" name="select" id="option-1">
<input type="radio" name="select" id="option-2">
<input type="radio" name="select" id="option-3">
<input type="radio" name="select" id="option-4">
<label for="option-1" class="option-1">
<div class="dot"></div>
<div class="text">Gamer</div>
</label>
<label for="option-2" class="option-2">
<div class="dot"></div>
<div class="text">YouTuber</div>
</label>
<label for="option-3" class="option-3">
<div class="dot"></div>
<div class="text">Student</div>
</label>
<label for="option-4" class="option-4">
<div class="dot"></div>
<div class="text">Developer</div>
</label>
</div>
</div>
</body>
</html>
@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@200;300;400;500;600;700&display=swap');
*{
margin: 0;
padding: 0;
box-sizing: border-box;
font-family: 'Poppins', sans-serif;
}
html,body{
display: grid;
height: 100%;
place-items: center;
}
.wrapper{
width: 350px;
background: #fff;
border-radius: 10px;
box-shadow: 5px 5px 30px rgba(0,0,0,0.2);
}
.wrapper .title{
color: #fff;
line-height: 65px;
text-align: center;
background: #333;
font-size: 25px;
font-weight: 500;
border-radius: 10px 10px 0 0;
}
.wrapper .box{
padding: 20px 30px;
background: #fff;
border-radius: 10px;
}
.wrapper .box label{
display: flex;
height: 53px;
width: 100%;
align-items: center;
border: 1px solid lightgrey;
border-radius: 50px;
margin: 10px 0;
padding-left: 20px;
cursor: default;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1,
#option-2:checked ~ .option-2,
#option-3:checked ~ .option-3,
#option-4:checked ~ .option-4{
background: #333;
border-color: #333;
}
.wrapper .box label .dot{
height: 20px;
width: 20px;
background: #d9d9d9;
border-radius: 50%;
position: relative;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot,
#option-2:checked ~ .option-2 .dot,
#option-3:checked ~ .option-3 .dot,
#option-4:checked ~ .option-4 .dot{
background: #fff;
}
.box label .dot::before{
position: absolute;
content: "";
top: 50%;
left: 50%;
transform: translate(-50%, -50%) scale(2);
width: 9px;
height: 9px;
border-radius: 50%;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot::before,
#option-2:checked ~ .option-2 .dot::before,
#option-3:checked ~ .option-3 .dot::before,
#option-4:checked ~ .option-4 .dot::before{
background: #333;
transform: translate(-50%, -50%) scale(1);
}
.wrapper .box label .text{
color: #333;
font-size: 18px;
font-weight: 400;
padding-left: 10px;
transition: color 0.3s ease;
}
#option-1:checked ~ .option-1 .text,
#option-2:checked ~ .option-2 .text,
#option-3:checked ~ .option-3 .text,
#option-4:checked ~ .option-4 .text{
color: #fff;
}
.wrapper .box input[type="radio"]{
display: none;
}
Теперь вы успешно создали потрясающие настраиваемые радиокнопки, используя только HTML и CSS.
1655727060
In diesem Leitfaden erfahren Sie, wie Sie fantastische benutzerdefinierte Optionsfelder nur mit HTML und CSS erstellen. Um fantastische benutzerdefinierte Optionsfelder nur mit HTML und CSS zu erstellen. Zuerst müssen Sie zwei Dateien erstellen, eine HTML-Datei und eine CSS-Datei.
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Custom Radio Buttons | Codequs</title>
<link rel="stylesheet" href="style.css">
</head>
<body>
<div class="wrapper">
<div class="title">Select your option</div>
<div class="box">
<input type="radio" name="select" id="option-1">
<input type="radio" name="select" id="option-2">
<input type="radio" name="select" id="option-3">
<input type="radio" name="select" id="option-4">
<label for="option-1" class="option-1">
<div class="dot"></div>
<div class="text">Gamer</div>
</label>
<label for="option-2" class="option-2">
<div class="dot"></div>
<div class="text">YouTuber</div>
</label>
<label for="option-3" class="option-3">
<div class="dot"></div>
<div class="text">Student</div>
</label>
<label for="option-4" class="option-4">
<div class="dot"></div>
<div class="text">Developer</div>
</label>
</div>
</div>
</body>
</html>
@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@200;300;400;500;600;700&display=swap');
*{
margin: 0;
padding: 0;
box-sizing: border-box;
font-family: 'Poppins', sans-serif;
}
html,body{
display: grid;
height: 100%;
place-items: center;
}
.wrapper{
width: 350px;
background: #fff;
border-radius: 10px;
box-shadow: 5px 5px 30px rgba(0,0,0,0.2);
}
.wrapper .title{
color: #fff;
line-height: 65px;
text-align: center;
background: #333;
font-size: 25px;
font-weight: 500;
border-radius: 10px 10px 0 0;
}
.wrapper .box{
padding: 20px 30px;
background: #fff;
border-radius: 10px;
}
.wrapper .box label{
display: flex;
height: 53px;
width: 100%;
align-items: center;
border: 1px solid lightgrey;
border-radius: 50px;
margin: 10px 0;
padding-left: 20px;
cursor: default;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1,
#option-2:checked ~ .option-2,
#option-3:checked ~ .option-3,
#option-4:checked ~ .option-4{
background: #333;
border-color: #333;
}
.wrapper .box label .dot{
height: 20px;
width: 20px;
background: #d9d9d9;
border-radius: 50%;
position: relative;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot,
#option-2:checked ~ .option-2 .dot,
#option-3:checked ~ .option-3 .dot,
#option-4:checked ~ .option-4 .dot{
background: #fff;
}
.box label .dot::before{
position: absolute;
content: "";
top: 50%;
left: 50%;
transform: translate(-50%, -50%) scale(2);
width: 9px;
height: 9px;
border-radius: 50%;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot::before,
#option-2:checked ~ .option-2 .dot::before,
#option-3:checked ~ .option-3 .dot::before,
#option-4:checked ~ .option-4 .dot::before{
background: #333;
transform: translate(-50%, -50%) scale(1);
}
.wrapper .box label .text{
color: #333;
font-size: 18px;
font-weight: 400;
padding-left: 10px;
transition: color 0.3s ease;
}
#option-1:checked ~ .option-1 .text,
#option-2:checked ~ .option-2 .text,
#option-3:checked ~ .option-3 .text,
#option-4:checked ~ .option-4 .text{
color: #fff;
}
.wrapper .box input[type="radio"]{
display: none;
}
Jetzt haben Sie erfolgreich fantastische benutzerdefinierte Optionsfelder nur mit HTML und CSS erstellt.
1655723340
このガイドでは、HTMLとCSSのみを使用して素晴らしいカスタムラジオボタンを作成する方法を学習します。HTMLとCSSのみを使用して素晴らしいカスタムラジオボタンを作成します。まず、2つのファイルを作成する必要があります。1つはHTMLファイルで、もう1つはCSSファイルです。
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<title>Custom Radio Buttons | Codequs</title>
<link rel="stylesheet" href="style.css">
</head>
<body>
<div class="wrapper">
<div class="title">Select your option</div>
<div class="box">
<input type="radio" name="select" id="option-1">
<input type="radio" name="select" id="option-2">
<input type="radio" name="select" id="option-3">
<input type="radio" name="select" id="option-4">
<label for="option-1" class="option-1">
<div class="dot"></div>
<div class="text">Gamer</div>
</label>
<label for="option-2" class="option-2">
<div class="dot"></div>
<div class="text">YouTuber</div>
</label>
<label for="option-3" class="option-3">
<div class="dot"></div>
<div class="text">Student</div>
</label>
<label for="option-4" class="option-4">
<div class="dot"></div>
<div class="text">Developer</div>
</label>
</div>
</div>
</body>
</html>
@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@200;300;400;500;600;700&display=swap');
*{
margin: 0;
padding: 0;
box-sizing: border-box;
font-family: 'Poppins', sans-serif;
}
html,body{
display: grid;
height: 100%;
place-items: center;
}
.wrapper{
width: 350px;
background: #fff;
border-radius: 10px;
box-shadow: 5px 5px 30px rgba(0,0,0,0.2);
}
.wrapper .title{
color: #fff;
line-height: 65px;
text-align: center;
background: #333;
font-size: 25px;
font-weight: 500;
border-radius: 10px 10px 0 0;
}
.wrapper .box{
padding: 20px 30px;
background: #fff;
border-radius: 10px;
}
.wrapper .box label{
display: flex;
height: 53px;
width: 100%;
align-items: center;
border: 1px solid lightgrey;
border-radius: 50px;
margin: 10px 0;
padding-left: 20px;
cursor: default;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1,
#option-2:checked ~ .option-2,
#option-3:checked ~ .option-3,
#option-4:checked ~ .option-4{
background: #333;
border-color: #333;
}
.wrapper .box label .dot{
height: 20px;
width: 20px;
background: #d9d9d9;
border-radius: 50%;
position: relative;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot,
#option-2:checked ~ .option-2 .dot,
#option-3:checked ~ .option-3 .dot,
#option-4:checked ~ .option-4 .dot{
background: #fff;
}
.box label .dot::before{
position: absolute;
content: "";
top: 50%;
left: 50%;
transform: translate(-50%, -50%) scale(2);
width: 9px;
height: 9px;
border-radius: 50%;
transition: all 0.3s ease;
}
#option-1:checked ~ .option-1 .dot::before,
#option-2:checked ~ .option-2 .dot::before,
#option-3:checked ~ .option-3 .dot::before,
#option-4:checked ~ .option-4 .dot::before{
background: #333;
transform: translate(-50%, -50%) scale(1);
}
.wrapper .box label .text{
color: #333;
font-size: 18px;
font-weight: 400;
padding-left: 10px;
transition: color 0.3s ease;
}
#option-1:checked ~ .option-1 .text,
#option-2:checked ~ .option-2 .text,
#option-3:checked ~ .option-3 .text,
#option-4:checked ~ .option-4 .text{
color: #fff;
}
.wrapper .box input[type="radio"]{
display: none;
}
これで、HTMLとCSSのみを使用して素晴らしいカスタムラジオボタンを正常に作成できました。