Data-Structures | Master Algorithmic Programming Techniques Specialization | Learning library
kandi X-RAY | Data-Structures Summary
kandi X-RAY | Data-Structures Summary
The Specialization covers algorithmic techniques for solving problems arising in computer science applications. It is a mix of theory and practice: you will not only design algorithms and estimate their complexity, but you will get a deeper understanding of algorithms by implementing them in the programming language of your choice (C, C++, C#, Haskell, Java, JavaScript, Python2, Python3, Ruby, and Scala). This Specialization is unique, because it offers two real-world projects. Advanced Shortest Paths project is offered in the end of the Algorithms on Graphs course. In this project, you'll deal with road network analysis and social network analysis. You'll learn how to compute the fastest route between New York and Mountain View thousands of times faster than classic algorithms and close to those used in Google Maps. Through Genome Assembly culminating project at the end of the Specialization, you'll learn how to assemble genomes from millions of short pieces and how algorithms fuel recent developments in personalized medicine.
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Top functions reviewed by kandi - BETA
- Solves the problem
- Return the child index of the child node
- Shifts down at the given position
- Return the index of the child of the given index
- Process queries
- Hash a string
- Adds a string to the list
- Removes the given string from the cache
- Process multiple requests
- Processes the request
- Removes processed entries from the queue
- Solves the scheduler
- Assign new jobs to the heap
- Merges two lines
- Find the parent of x
- Return the position of a bracket
- Match the given character
- Return a list of Request objects
- Read from stdin
Data-Structures Key Features
Data-Structures Examples and Code Snippets
Community Discussions
Trending Discussions on Data-Structures
QUESTION
I am trying to strip away do notation in the Database.sh file from https://haskell-at-work.com/episodes/2018-01-19-domain-modelling-with-haskell-data-structures.html
But I am having an Error and I have no Idea why. (Probably just means I don't know about Haskell)
This is a continuation of Haskell Passing from do notation to Applicative
Haskell Code: Project.hs ...ANSWER
Answered 2022-Apr-12 at 03:37QUESTION
I am trying to strip away do notation in the Database.sh file from https://haskell-at-work.com/episodes/2018-01-19-domain-modelling-with-haskell-data-structures.html
But I am having an Error and I have no Idea why. (Probably just means I don't know about Haskell)
Haskell Code: Project.hs ...ANSWER
Answered 2022-Apr-12 at 01:27This is a simple indentation error.
Remember that the syntax of let in
allows there to be a block of multiple definitions. "A block of multiple things"1 is basically always the context where indentation matters in Haskell, and the rule is always that each of the "things" in the block must start at the same column and if they span more than one line the continuation lines must all be more indented than the alignment column for the block.
That means that this is good:
QUESTION
I have some data like this (ignore that they all have the same date, they will normally have different dates):
...ANSWER
Answered 2022-Mar-07 at 01:49You don't need parse manually. You can use ChartJs parser like
QUESTION
I am learning Stack in C and try to implement stack using array in C. This code I am using from https://codewithharry.com/videos/data-structures-and-algorithms-in-hindi-24
I create struct stack below. In the main , I create a struct stack s and assign a value of 10. While executing the code, there is segmentation fault happened. I tried to lldb in VS code. it shows below error.
Please help me how to fix this code segmentation fault. What is the reason for segmentation fault?
Exception has occurred. EXC_BAD_ACCESS (code=1, address=0x25)
ANSWER
Answered 2022-Feb-20 at 12:50This is wrong
QUESTION
I was going through an article in geeksforgeeks on how to implement dictionary using balanced BST and found this line:
If we store keys in binary search tree, a well balanced BST will need time proportional to M * log N, where M is maximum string length and N is number of keys in tree.
I didn't understand how this would be O(M*logn), given balanced BSTs always maintain a max height of O(logn), shouldn't this be (logn)?
...ANSWER
Answered 2022-Jan-31 at 07:14This quote is taken from a context of searching words in a dictionary:
Trie is an efficient data structure for searching words in dictionaries, search complexity with Trie is linear in terms of word (or key) length to be searched. If we store keys in binary search tree, a well balanced BST will need time proportional to M * log N, where M is maximum string length and N is number of keys in tree. Using trie, we can search the key in O(M) time. So it is much faster than BST.
In a BST these words would be stored such that one node gets one word.
Although in a balanced BST of ๐ nodes you need to visit O(log๐) nodes to find the targeted value in the worst case, it will also take time to compare a node's string with the target string. As the maximum length of a word is given as ๐, the worst case time complexity for each individual string comparison is O(๐). As such a comparison happens at each visited node, this gives a total complexity of O(๐log๐).
QUESTION
I was wondering if there is a way to display or append Null
values in Primitive Dataset.
So far this is a short explanation in code of what my code actually does and how I try to Achieve the same thing, but with no success.
PHP Code (I use php to format some data I have in the correct format according to the Primitive dataset documentation
):
ANSWER
Answered 2022-Jan-23 at 15:07You can define spanGaps: true
on your dataset.
spanGaps
: Iftrue
, lines will be drawn between points with no ornull
data.For further details, consult the Line Styling section of the Chart.js documentation.
QUESTION
To my understanding, if the loop variable of a for loop is defined with var, then any change on that variable is applied globally. for example:
...ANSWER
Answered 2022-Jan-19 at 11:17however, the above code prints 3. What is the reason for this?
Because you assign 3
to the i
variable that printNumTwo
closes over. It doesn't matter that the assignment happens after printNumTwo
is created, only that it is the variable that printNumTwo
is using.
The difference between var
and let
in for
loops is that a new variable is created for the body of the loop on each loop iteration with let
. But you're assigning to that variable within the loop body, so the function closing over (printNumTwo
) it sees that value later when you call it.
It's exactly like this:
QUESTION
I was trying to do the following challenge from freecodecamp: https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/intermediate-algorithm-scripting/wherefore-art-thou and I have a couple questions about it.
- Why is my attempt working in my local console but not on freecodecamp? Meaning, out of all the tests, 3 out of 4 are correct in my console, but none of them is on FCC.
- Why is this test
whatIsInAName([{ "apple": 1, "bat": 2 }, { "bat": 2 }, { "apple": 1, "bat": 2, "cookie": 2 }], { "apple": 1, "bat": 2 })
not passing if all the others are?
My attempt with expected results:
...ANSWER
Answered 2022-Jan-09 at 20:19- Using
Object#entries
, get the list of key-value pairs fromsource
- Using
Array#filter
, iterate overcollection
. In every iteration, usingArray#every
, check if all entries in the abovesourceEntries
match the current object
QUESTION
I have been following this tutorial for creating a variadic structure, which is nearly identical to another tutorial on creating a rudimentary tuple from scratch. Unfortunately when I analyze the variadic structure it seems very inefficient. The size of the structure seems bloated as in the struct's size does not seem to match its variable layout. It doesn't seem like byte alignment is the issue since actual tuples do not seem to suffer from this effect so I was wondering how they get around it, or what I am doing wrong in my struct.
Below is the code I have been using to test the variadic struct:
...ANSWER
Answered 2021-Dec-11 at 20:12Even an empty class needs space to store itself, the minimum size of a class is therefore 1
. As your no argument DataStructure
class is empty and a member it takes up space and causes the rest of the members to take more space to allow for alignment. Making the base non-empty fixes the issue:
QUESTION
According to the condition of the problem, it is necessary to "break" the standard hash "gcc". It is necessary for the program to run for more than 1.5 seconds according to the input data. 15000 string with up to 15 characters 0-9A-Za-z_ is appended to unordered_set. If I understand correctly, it is necessary to choose such strings, the hash of which will be the same, but it is not clear how
...ANSWER
Answered 2021-Nov-27 at 09:44In order to make the program slow, you'd need to find 15000 strings (15 chars or less) with an identical hash. That will degrade the performance of insertion on unordered_set
to be equivalent to searching within a linked list for a duplicate and appending the new string at the end.
If your code is running in the 32-bit space, a brute force attack on std::hash
is feasible to find 15000 strings with the same hash.
Each string is at most 15 characters long. Each character is one of 63 different values (A-Z, a-z, 0-9, or _). For a 15 character string, that's 63ยนโต
possible combinations. But... std::hash
returns a size_t
value. And sizeof(size_t) == 4
on 32-bit machines. Intuitively thinking... if you hash 4 billion unique strings, you should find at least one pair of strings with identical hashes. And 63ยนโต
divided by 2ยณยฒ
is in the neighborhood of 227 quadrillion string with matching hashes for any given 15 character string in your allowed char set. We only need 15000. And we don't necessarily need a 15 character string either.
So if we hash all strings from "AAAAAAAAAAAAAAAAA"
to "ZZZZZZZZZZZZZZZ"
to find a given hash, we'll eventually find 15000 unique strings that have the same hash. We can use a shorter string size too to reduce the complexity of hashing.
Basically the algorithm is this:
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Install Data-Structures
You can use Data-Structures like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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