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Implementing SGD From Scratch. Custom Implementation of Stochastic... \| by Jasmeet Singh \| Towards Data Science	Before implementing Stochastic Gradient Descent let’s talk about what a Gradient Descent is. Gradient Descent Algorithm is an iterative algorithm used to solve the optimization problem. In almost every Machine Learning and Deep Learning models Gradient Descent is actively used to improve the learning of our algorithm. ...	[ { "code": null, "e": 265, "s": 172, "text": "Before implementing Stochastic Gradient Descent let’s talk about what a Gradient Descent is." }, { "code": null, "e": 492, "s": 265, "text": "Gradient Descent Algorithm is an iterative algorithm used to solve the optimization problem. ...
HashTable forEach() method in Java with Examples - GeeksforGeeks	01 Oct, 2019 The forEach(BiConsumer) method of Hashtable class perform the BiConsumer operation on each entry of hashtable until all entries have been processed or the action throws an exception. The BiConsumer operation is a function operation of key-value pair of hashtable performed in the order of iteration. Method ...	[ { "code": null, "e": 23544, "s": 23516, "text": "\n01 Oct, 2019" }, { "code": null, "e": 24025, "s": 23544, "text": "The forEach(BiConsumer) method of Hashtable class perform the BiConsumer operation on each entry of hashtable until all entries have been processed or the action t...
D3.js transform.translate() Function - GeeksforGeeks	15 Oct, 2020 The transform.translate() function in D3.js library is used to get the transformation whose translation tx1 and ty1 is equal to tx0 + tk x and ty0 + tk y, where tx0 and ty0 is the transform’s translation and tk is the transform’s scale. Syntax: transform.translate(x, y) Parameters: This function accepts th...	[ { "code": null, "e": 25300, "s": 25272, "text": "\n15 Oct, 2020" }, { "code": null, "e": 25537, "s": 25300, "text": "The transform.translate() function in D3.js library is used to get the transformation whose translation tx1 and ty1 is equal to tx0 + tk x and ty0 + tk y, where tx...
Apache CXF with WSDL First	The CXF-POJO application that you have developed results in a very tight coupling between the client and the server. Giving a direct access to the service interface can also pose severe security threats. Thus, decoupling between the client and the server is usually desired, which is achieved by using WSDL (Web Services...	[ { "code": null, "e": 2107, "s": 1763, "text": "The CXF-POJO application that you have developed results in a very tight coupling between the client and the server. Giving a direct access to the service interface can also pose severe security threats. Thus, decoupling between the client and the serve...
Common elements in all rows of a given matrix - GeeksforGeeks	08 Apr, 2022 Given an m x n matrix, find all common elements present in all rows in O(mn) time and one traversal of matrix.Example: Input: mat[4][5] = {{1, 2, 1, 4, 8}, {3, 7, 8, 5, 1}, {8, 7, 7, 3, 1}, {8, 1, 2, 7, 9}, }; Output: 1 8 or 8 1 8 and 1 are present in a...	[ { "code": null, "e": 25422, "s": 25394, "text": "\n08 Apr, 2022" }, { "code": null, "e": 25542, "s": 25422, "text": "Given an m x n matrix, find all common elements present in all rows in O(mn) time and one traversal of matrix.Example: " }, { "code": null, "e": 25738,...
How to Remove repetitive characters from words of the given Pandas DataFrame using Regex? - GeeksforGeeks	29 Oct, 2021 Prerequisite: Regular Expression in Python In this article, we will see how to remove continuously repeating characters from the words of the given column of the given Pandas Dataframe using Regex. Here, we are actually looking for continuously occurring repetitively coming characters for that we have crea...	[ { "code": null, "e": 24292, "s": 24264, "text": "\n29 Oct, 2021" }, { "code": null, "e": 24335, "s": 24292, "text": "Prerequisite: Regular Expression in Python" }, { "code": null, "e": 24490, "s": 24335, "text": "In this article, we will see how to remove cont...
Conditionals in Rust - GeeksforGeeks	03 Mar, 2021 Conditional Statements are the decision-making statements based on given conditions. Conditional statements are common in programming languages and rust has them and unlike many of them, the boolean condition doesn’t need to be surrounded by parentheses but is better to use, and each condition is followed ...	[ { "code": null, "e": 23630, "s": 23602, "text": "\n03 Mar, 2021" }, { "code": null, "e": 24013, "s": 23630, "text": "Conditional Statements are the decision-making statements based on given conditions. Conditional statements are common in programming languages and rust has them a...
JPA - Criteria API	The Criteria API is a predefined API used to define queries for entities. It is the alternative way of defining a JPQL query. These queries are type-safe, and portable and easy to modify by changing the syntax. Similar to JPQL it follows abstract schema (easy to edit schema) and embedded objects. The metadata API is mi...	[ { "code": null, "e": 2133, "s": 1739, "text": "The Criteria API is a predefined API used to define queries for entities. It is the alternative way of defining a JPQL query. These queries are type-safe, and portable and easy to modify by changing the syntax. Similar to JPQL it follows abstract schema...
jQuery \| Alertify Plugin - GeeksforGeeks	09 Sep, 2021 jQuery framework provides alertify.js plugin that provides pre-designed customizable notification system along with interactive browser dialogs. This extensible and themeable plugin is very useful for developers providing an optimized version of alert messages with stacking up to feature. This small librar...	[ { "code": null, "e": 24792, "s": 24764, "text": "\n09 Sep, 2021" }, { "code": null, "e": 25268, "s": 24792, "text": "jQuery framework provides alertify.js plugin that provides pre-designed customizable notification system along with interactive browser dialogs. This extensible an...
Advantages and Disadvantages of using Enum as Singleton in Java - GeeksforGeeks	22 Feb, 2021 Enum Singletons are new ways of using Enum with only one instance to implement the Singleton pattern in Java. While there has been a Singleton pattern in Java for a long time, Enum Singletons are a comparatively recent term and in use since the implementation of Enum as a keyword and function from Java 5 o...	[ { "code": null, "e": 23557, "s": 23529, "text": "\n22 Feb, 2021" }, { "code": null, "e": 23872, "s": 23557, "text": "Enum Singletons are new ways of using Enum with only one instance to implement the Singleton pattern in Java. While there has been a Singleton pattern in Java for ...
Estimating tasks with statistics and simulations using Python \| by Sau Sheong \| Towards Data Science	A few months ago, when the world was a very different place, I wrote about to-do list tasks strategies. I wanted to know, given a bunch of tasks in your todo list, what strategy should you use to pick the tasks to work on first? Depending on what I actually want to achieve, how I do it can be quite different. The assum...	[ { "code": null, "e": 483, "s": 172, "text": "A few months ago, when the world was a very different place, I wrote about to-do list tasks strategies. I wanted to know, given a bunch of tasks in your todo list, what strategy should you use to pick the tasks to work on first? Depending on what I actual...
NHibernate - Mapping Component	In this chapter, we will be talking about mapping components. In NHibernate, component is a value object. It does not have an identity of its own. An example of this would be a money object, a purse or a wallet might have money in it, but the exact identity of that money is irrelevant. An example of this would be a mon...	[ { "code": null, "e": 2480, "s": 2333, "text": "In this chapter, we will be talking about mapping components. In NHibernate, component is a value object. It does not have an identity of its own." }, { "code": null, "e": 2620, "s": 2480, "text": "An example of this would be a money...
chr() in Python - GeeksforGeeks	15 Nov, 2017 The chr() method returns a string representing a character whose Unicode code point is an integer.Syntax: chr(num) num : integer value The chr() method takes only one integer as argument. The range may vary from 0 to 1,1141,111(0x10FFFF in base 16). The chr() method returns a character whose unicode point...	[ { "code": null, "e": 24075, "s": 24047, "text": "\n15 Nov, 2017" }, { "code": null, "e": 24181, "s": 24075, "text": "The chr() method returns a string representing a character whose Unicode code point is an integer.Syntax:" }, { "code": null, "e": 24211, "s": 2418...
Data Structures \| Linked List \| Question 3 - GeeksforGeeks	11 Jan, 2013 Consider the following function that takes reference to head of a Doubly Linked List as parameter. Assume that a node of doubly linked list has previous pointer as prev and next pointer as next. void fun(struct node *head_ref){ struct node temp = NULL; struct node current = head_ref; while (...	[ { "code": null, "e": 24441, "s": 24413, "text": "\n11 Jan, 2013" }, { "code": null, "e": 24636, "s": 24441, "text": "Consider the following function that takes reference to head of a Doubly Linked List as parameter. Assume that a node of doubly linked list has previous pointer as...
CICS - COBOL Basics	CICS programs are written in COBOL language in Mainframes. We will be discussing about writing a simple COBOL-CICS program, compiling it, and then executing it. We will be writing a simple COBOL-CICS program which displays some message on the CICS output screen. This program is to demonstrate the steps involved in exec...	[ { "code": null, "e": 2087, "s": 1926, "text": "CICS programs are written in COBOL language in Mainframes. We will be discussing about writing a simple COBOL-CICS program, compiling it, and then executing it." }, { "code": null, "e": 2325, "s": 2087, "text": "We will be writing a ...
Pandas with Dask, For an Ultra-Fast Notebook \| by Kunal Dhariwal \| Towards Data Science	If you are into the data world then the need of using pandas might occur very frequently. Well, we all are also aware of one thing that Pandas is amazing and is more like a boon to the data world. Most of us spend at least a few minutes or even hours using pandas for data manipulation and day to day analysis. Pandas do...	[ { "code": null, "e": 577, "s": 172, "text": "If you are into the data world then the need of using pandas might occur very frequently. Well, we all are also aware of one thing that Pandas is amazing and is more like a boon to the data world. Most of us spend at least a few minutes or even hours usin...
Program to find the maximum profit we can get by buying on stock market once in Python	Suppose we have a list of prices representing the stock prices of a company in chronological sequence, we have to find the maximum profit we could have made from buying and selling that stock only once. We have to keep in mind that we must buy before we can sell it. So, if the input is like prices = [10, 12, 9, 6, 8, 1...	[ { "code": null, "e": 1329, "s": 1062, "text": "Suppose we have a list of prices representing the stock prices of a company in chronological sequence, we have to find the maximum profit we could have made from buying and selling that stock only once. We have to keep in mind that we must buy before we...
How can we Implement a Queue using Stack in Java?	A Queue class extends Collection interface and it supports the insert and removes operations using a first-in-first-out (FIFO). A Stack is a subclass of Vector class and it represents last-in-first-out (LIFO) stack of objects. The last element added at the top of the stack (In) can be the first element to be removed (...	[ { "code": null, "e": 1467, "s": 1062, "text": "A Queue class extends Collection interface and it supports the insert and removes operations using a first-in-first-out (FIFO). A Stack is a subclass of Vector class and it represents last-in-first-out (LIFO) stack of objects. The last element added at...
Count pairs of similar rectangles possible from a given array - GeeksforGeeks	08 Apr, 2022 Given a 2D array A[][2] of size N (1 ≤ N ≤ 103), where A[i][0] and A[i][1] denotes the length and breadth of rectangle i respectively. Two rectangle i and j where (i < j) are similar if the ratio of their length and breadth is equal A[i][0] / A[i][1] = A[j][0] / A[j][1] The task is to count the pair of rec...	[ { "code": null, "e": 25626, "s": 25598, "text": "\n08 Apr, 2022" }, { "code": null, "e": 25761, "s": 25626, "text": "Given a 2D array A[][2] of size N (1 ≤ N ≤ 103), where A[i][0] and A[i][1] denotes the length and breadth of rectangle i respectively." }, { "code": null, ...
Mobile Marketing Campaigns: ROAS (Return On Ad Spend) \| by Gonçalo Guimarães Gomes \| Towards Data Science	As a marketing data analyst, the job is to combine efforts to properly conduct a digital marketing data analysis to accurately monitor and evaluate the performance of all of the company’s ongoing digital actions and campaigns. What I am specifically referring to is the creation of an effective analytical system capable...	[ { "code": null, "e": 399, "s": 172, "text": "As a marketing data analyst, the job is to combine efforts to properly conduct a digital marketing data analysis to accurately monitor and evaluate the performance of all of the company’s ongoing digital actions and campaigns." }, { "code": null, ...
Convert the ASCII value sentence to its equivalent string in C++	In this tutorial, we will be discussing a program to convert the ASCII value sentence to its equivalent string. For this we will be provided with a string containing the ASCII codes. Our task is to convert the given string into the equivalent characters and print it back. Live Demo #include <bits/stdc++.h> using names...	[ { "code": null, "e": 1174, "s": 1062, "text": "In this tutorial, we will be discussing a program to convert the ASCII value sentence to its equivalent string." }, { "code": null, "e": 1335, "s": 1174, "text": "For this we will be provided with a string containing the ASCII codes....
Exploratory Data Analysis with Well Log Data \| by Andy McDonald \| Towards Data Science	Once data has been collated and sorted through, the next step in the Data Science process is to carry out Exploratory Data Analysis (EDA). This step allows us to identify patterns within the data, understand relationships between the features (well logs) and identify possible outliers that may exist within the dataset....	[ { "code": null, "e": 625, "s": 171, "text": "Once data has been collated and sorted through, the next step in the Data Science process is to carry out Exploratory Data Analysis (EDA). This step allows us to identify patterns within the data, understand relationships between the features (well logs) ...
Material - Alert Icons	This chapter explains the usage of Google's (Material) Alert icons. Assume that custom is the CSS class name where we defined the size and color, as shown in the example given below. <!DOCTYPE html> <html> <head> <link href = "https://fonts.googleapis.com/icon?family=Material+Icons" rel = "stylesheet"> ...	[ { "code": null, "e": 2749, "s": 2566, "text": "This chapter explains the usage of Google's (Material) Alert icons. Assume that custom is the CSS class name where we defined the size and color, as shown in the example given below." }, { "code": null, "e": 3067, "s": 2749, "text": ...
Functions in JavaScript - GeeksforGeeks	22 Jun, 2020 A function is a set of statements that take inputs, do some specific computation, and produces output. Basically, a function is a set of statements that performs some tasks or does some computation and then return the result to the user. The idea is to put some commonly or repeatedly done tasks together an...	[ { "code": null, "e": 30082, "s": 30054, "text": "\n22 Jun, 2020" }, { "code": null, "e": 30320, "s": 30082, "text": "A function is a set of statements that take inputs, do some specific computation, and produces output. Basically, a function is a set of statements that performs s...
How can I filter JSON data with multiple objects?	To filter JSON data with multiple objects, you can use the concept of filter along with ==. const jsonObject= [ { studentId:101, studentName:"David" }, { studentId:102, studentName:"Mike" }, { studentId:103, studentName:"David" }, { studentId:104, stu...	[ { "code": null, "e": 1154, "s": 1062, "text": "To filter JSON data with multiple objects, you can use the concept of filter along with ==." }, { "code": null, "e": 1489, "s": 1154, "text": "const jsonObject=\n[\n {\n studentId:101,\n studentName:\"David\"\n },\n {...
How to control the width and height of the default Alert Dialog in iOS?	There will be instance where you might get a requirement to control / manipulate width and height the Alert while developing iOS application. If you’re not familiar with the same, it can trouble you. Here we will be seeing how to control the width and height of default alert box, For controlling the height and width we...	[ { "code": null, "e": 1262, "s": 1062, "text": "There will be instance where you might get a requirement to control / manipulate width and height the Alert while developing iOS application. If you’re not familiar with the same, it can trouble you." }, { "code": null, "e": 1417, "s": 1...
queue::swap() in C++ STL	In this article we will be discussing the working, syntax and examples of queue::swap() function in C++ STL. Queue is a simple sequence or data structure defined in the C++ STL which does insertion and deletion of the data in FIFO(First In First Out) fashion. The data in a queue is stored in continuous manner. The elem...	[ { "code": null, "e": 1171, "s": 1062, "text": "In this article we will be discussing the working, syntax and examples of queue::swap() function in C++ STL." }, { "code": null, "e": 1585, "s": 1171, "text": "Queue is a simple sequence or data structure defined in the C++ STL which...
How to convert a Python for loop to while loop?	Unlike while loop, for loop in Python doesn't need a counting variable to keep count of number of iterations. Hence, to convert a for loop into equivalent while loop, this fact must be taken into consideration. Following is a simple for loop that traverses over a range for x in range(5): print (x) To convert int...	[ { "code": null, "e": 1273, "s": 1062, "text": "Unlike while loop, for loop in Python doesn't need a counting variable to keep count of number of iterations. Hence, to convert a for loop into equivalent while loop, this fact must be taken into consideration." }, { "code": null, "e": 1332,...
Initialize a static Map in Java using Double Brace Initialization - GeeksforGeeks	03 Dec, 2019 In this article, a static map is created and initialised in Java using Double Brace Initialization. Static Map in JavaA static map is a map which is defined as static. It means that the map becomes a class member and can be easily used using class. Double Brace InitializationIn Double Brace Initialization:...	[ { "code": null, "e": 23948, "s": 23920, "text": "\n03 Dec, 2019" }, { "code": null, "e": 24048, "s": 23948, "text": "In this article, a static map is created and initialised in Java using Double Brace Initialization." }, { "code": null, "e": 24197, "s": 24048, ...
How to output colored text to a Linux terminal?	Here we will see how to print some lines into the linux terminal with some color. Here we are doing anything special into C++ code. We are just using some linux terminal commands to do this. The command for this kind of output is like below. \033[1;31m Sample Text \033[0m There are some codes for text styles and colors...	[ { "code": null, "e": 1304, "s": 1062, "text": "Here we will see how to print some lines into the linux terminal with some color. Here we are doing anything special into C++ code. We are just using some linux terminal commands to do this. The command for this kind of output is like below." }, { ...
Exit Methods in C# Application	The Environment.Exit() method terminates the process and returns an exit code to the operating system − Environment.Exit(exitCode); Use exitCode as 0 (zero) to show that the process completed successfully. Use exitCode as a non-zero number to show an error, for example − Environment.Exit(1) − Return a value 1 to show t...	[ { "code": null, "e": 1166, "s": 1062, "text": "The Environment.Exit() method terminates the process and returns an exit code to the operating system −" }, { "code": null, "e": 1194, "s": 1166, "text": "Environment.Exit(exitCode);" }, { "code": null, "e": 1268, "s"...
C# \| Operator Overloading - GeeksforGeeks	07 Aug, 2021 The concept of overloading a function can also be applied to operators. Operator overloading gives the ability to use the same operator to do various operations. It provides additional capabilities to C# operators when they are applied to user-defined data types. It enables to make user-defined implementat...	[ { "code": null, "e": 24268, "s": 24240, "text": "\n07 Aug, 2021" }, { "code": null, "e": 25079, "s": 24268, "text": "The concept of overloading a function can also be applied to operators. Operator overloading gives the ability to use the same operator to do various operations. I...
Number of K length subsequences with minimum sum - GeeksforGeeks	10 Mar, 2022 Given an array arr[] of size N and an integer K, the task is to find the number of K length subsequences of this array such that the sum of these subsequences is the minimum possible. Examples: Input: arr[] = {1, 2, 3, 4}, K = 2 Output: 1 Subsequences of length 2 are (1, 2), (1, 3), (1, 4), (2, 3), (2, 4)...	[ { "code": null, "e": 25362, "s": 25334, "text": "\n10 Mar, 2022" }, { "code": null, "e": 25546, "s": 25362, "text": "Given an array arr[] of size N and an integer K, the task is to find the number of K length subsequences of this array such that the sum of these subsequences is t...
Format specifiers in C	The format specifiers are used in C for input and output purposes. Using this concept the compiler can understand that what type of data is in a variable during taking input using the scanf() function and printing using printf() function. Here is a list of format specifiers. These are the basic format specifiers. We ca...	[ { "code": null, "e": 1338, "s": 1062, "text": "The format specifiers are used in C for input and output purposes. Using this concept the compiler can understand that what type of data is in a variable during taking input using the scanf() function and printing using printf() function. Here is a list...
Perl \| List Functions - GeeksforGeeks	07 May, 2019 A list in Perl is a collection of scalar values. We can access the elements of a list using indexes. Index starts with 0 (0th index refers to the first element of the list). We use parenthesis and comma operators to construct a list. In Perl, scalar variables start with a $ symbol whereas list variables st...	[ { "code": null, "e": 24070, "s": 24042, "text": "\n07 May, 2019" }, { "code": null, "e": 24510, "s": 24070, "text": "A list in Perl is a collection of scalar values. We can access the elements of a list using indexes. Index starts with 0 (0th index refers to the first element of ...
Pointer to an Array \| Array Pointer - GeeksforGeeks	21 Sep, 2021 Prerequisite: Pointers Introduction Pointer to Array Consider the following program: C++ C #include <iostream>using namespace std; int main(){int arr[5] = { 1, 2, 3, 4, 5 };int *ptr = arr; cout <<"\n"<< ptr;return 0;} // thus code is contributed by shivanisinghss2110 #include<stdio.h> int main(){ int a...	[ { "code": null, "e": 24390, "s": 24362, "text": "\n21 Sep, 2021" }, { "code": null, "e": 24428, "s": 24390, "text": "Prerequisite: Pointers Introduction " }, { "code": null, "e": 24445, "s": 24428, "text": "Pointer to Array" }, { "code": null, "e"...
Pipeline with Grid Search, ColumnTransformer, Feature Selection with python \| Towards Data Science	Table of Contents 1. Introduction2. Pipeline3. Pipeline with Grid Search4. Pipeline with ColumnTransformer, GridSearchCV5. Pipeline with Feature Selection Preparing the dataset for the algorithm, designing the model, and adjusting the hyperparameters of the algorithm, which is at the discretion of the developer, to gen...	[ { "code": null, "e": 202, "s": 47, "text": "Table of Contents 1. Introduction2. Pipeline3. Pipeline with Grid Search4. Pipeline with ColumnTransformer, GridSearchCV5. Pipeline with Feature Selection" }, { "code": null, "e": 970, "s": 202, "text": "Preparing the dataset for the al...
How to create plot in R with different shape of points?	In base R, the plot with different shape of points can be created by using pch argument inside the plot function. The list of pch values with shape is as written below − pch = 0 display square pch = 1 display circle pch = 2 display triangle point up pch = 3 display plus pch = 4 display cross pch = 5 display diamond pch...	[ { "code": null, "e": 1232, "s": 1062, "text": "In base R, the plot with different shape of points can be created by using pch argument inside the plot function. The list of pch values with shape is as written below −" }, { "code": null, "e": 2075, "s": 1232, "text": "pch = 0 disp...
What is strcmp() Function in C language?	The C library function int strcmp(const char str1, const char str2) compares the string pointed to, by str1 to the string pointed to by str2. An array of characters is called a string. Following is the declaration for an array − char stringname [size]; For example − char string[50]; string of length 50 characters Usi...	[ { "code": null, "e": 1206, "s": 1062, "text": "The C library function int strcmp(const char str1, const char str2) compares the string pointed to, by str1 to the string pointed to by str2." }, { "code": null, "e": 1249, "s": 1206, "text": "An array of characters is called a str...
DocumentDB SQL - Joins	In relational databases, the Joins clause is used to combine records from two or more tables in a database, and the need to join across tables is very important while designing normalized schemas. Since DocumentDB deals with the denormalized data model of schema-free documents, the JOIN in DocumentDB SQL is the logical...	[ { "code": null, "e": 2534, "s": 2185, "text": "In relational databases, the Joins clause is used to combine records from two or more tables in a database, and the need to join across tables is very important while designing normalized schemas. Since DocumentDB deals with the denormalized data model ...