Euro python2011 High Performance PythonIan Ozsvald
I ran this as a 4 hour tutorial at EuroPython 2011 to teach High Performance Python coding.
Techniques covered include bottleneck analysis by profiling, bytecode analysis, converting to C using Cython and ShedSkin, use of the numerical numpy library and numexpr, multi-core and multi-machine parallelisation and using CUDA GPUs.
Write-up with 49 page PDF report: http://ianozsvald.com/2011/06/29/high-performance-python-tutorial-v0-1-from-my-4-hour-tutorial-at-europython-2011/
Euro python2011 High Performance PythonIan Ozsvald
I ran this as a 4 hour tutorial at EuroPython 2011 to teach High Performance Python coding.
Techniques covered include bottleneck analysis by profiling, bytecode analysis, converting to C using Cython and ShedSkin, use of the numerical numpy library and numexpr, multi-core and multi-machine parallelisation and using CUDA GPUs.
Write-up with 49 page PDF report: http://ianozsvald.com/2011/06/29/high-performance-python-tutorial-v0-1-from-my-4-hour-tutorial-at-europython-2011/
An introduction to functional programming with goEleanor McHugh
A crash course in functional programming concepts using Go. Heavy on code, light on theory.
You can find the examples at https://github.com/feyeleanor/intro_to_fp_in_go
Allison Kaptur: Bytes in the Machine: Inside the CPython interpreter, PyGotha...akaptur
Byterun is a Python interpreter written in Python with Ned Batchelder. It's architected to mirror the structure of CPython (and be more readable, too)! Learn how the interpreter is constructed, how ignorant the Python compiler is, and how you use a 1,500 line switch statement every day.
Why we are submitting this talk? Because Go is cool and we would like to hear more about this language ;-). In this talk we would like to tell you about our experience with development of microservices with Go. Go enables devs to create readable, fast and concise code, this - beyond any doubt is important. Apart from this we would like to leverage our test driven habbits to create bulletproof software. We will also explore other aspects important for adoption of a new language.
An introduction to functional programming with goEleanor McHugh
A crash course in functional programming concepts using Go. Heavy on code, light on theory.
You can find the examples at https://github.com/feyeleanor/intro_to_fp_in_go
Allison Kaptur: Bytes in the Machine: Inside the CPython interpreter, PyGotha...akaptur
Byterun is a Python interpreter written in Python with Ned Batchelder. It's architected to mirror the structure of CPython (and be more readable, too)! Learn how the interpreter is constructed, how ignorant the Python compiler is, and how you use a 1,500 line switch statement every day.
Why we are submitting this talk? Because Go is cool and we would like to hear more about this language ;-). In this talk we would like to tell you about our experience with development of microservices with Go. Go enables devs to create readable, fast and concise code, this - beyond any doubt is important. Apart from this we would like to leverage our test driven habbits to create bulletproof software. We will also explore other aspects important for adoption of a new language.
public class TrequeT extends AbstractListT { .pdfinfo30292
/**
*/
public class Treque extends AbstractList {
/**
* You decide on the instance variables you need.
*/
public Treque(Class t) {
// Put your own code here
throw new UnsupportedOperationException(\"Constructor not yet implemented\");
}
public T get(int i) {
if (i < 0 || i > size() - 1) throw new IndexOutOfBoundsException();
// Put your own code here instead of throwing this exception
throw new UnsupportedOperationException(\"get(i) not yet implemented\");
}
public T set(int i, T x) {
if (i < 0 || i > size() - 1) throw new IndexOutOfBoundsException();
// Put your own code here instead of throwing this exception
throw new UnsupportedOperationException(\"set(i,x) not yet implemented\");
}
public void add(int i, T x) {
if (i < 0 || i > size()) throw new IndexOutOfBoundsException();
// Put your own code here
throw new UnsupportedOperationException(\"add(i,x) not yet implemented\");
}
public T remove(int i) {
if (i < 0 || i > size() - 1) throw new IndexOutOfBoundsException();
// Put your own code here
throw new UnsupportedOperationException(\"remove(i) not yet implemented\");
}
public int size() {
// Put your own code here
throw new UnsupportedOperationException(\"size() not yet implemented\");
}
public static void main(String[] args) {
//List tr = new ArrayDeque(Integer.class);
List tr = new Treque(Integer.class);
int K = 1000000;
Stopwatch s = new Stopwatch();
System.out.print(\"Appending \" + K + \" items...\");
System.out.flush();
s.start();
for (int i = 0; i < K; i++) {
tr.add(i);
}
s.stop();
System.out.println(\"done (\" + s.elapsedSeconds() + \"s)\");
System.out.print(\"Prepending \" + K + \" items...\");
System.out.flush();
for (int i = 0; i < K; i++) {
tr.add(0, i);
}
s.stop();
System.out.println(\"done (\" + s.elapsedSeconds() + \"s)\");
System.out.print(\"Midpending(?!) \" + K + \" items...\");
System.out.flush();
s.start();
for (int i = 0; i < K; i++) {
tr.add(tr.size()/2);
}
s.stop();
System.out.println(\"done (\" + s.elapsedSeconds() + \"s)\");
System.out.print(\"Removing \" + K + \" items from the back...\");
System.out.flush();
for (int i = 0; i < K; i++) {
tr.remove(tr.size()-1);
}
s.stop();
System.out.println(\"done (\" + s.elapsedSeconds() + \"s)\");
System.out.print(\"Removing \" + K + \" items from the front...\");
System.out.flush();
for (int i = 0; i < K; i++) {
tr.remove(0);
}
s.stop();
System.out.println(\"done (\" + s.elapsedSeconds() + \"s)\");
System.out.print(\"Removing \" + K + \" items from the middle...\");
System.out.flush();
for (int i = 0; i < K; i++) {
tr.remove(tr.size()/2);
}
s.stop();
System.out.println(\"done (\" + s.elapsedSeconds() + \"s)\");
}
}
-------------------------------------------------------------------
import java.util.AbstractList;
import java.util.ArrayList;
import java.util.List;
/**
* This class implements the List interface using a collection of arrays of
* sizes 1, 2, 3, 4, and so on. The main advantages of this over an
* implementation like ArrayList is that there is never more than O(sqr.
Using a circularly-linked list made the solution trivial. The solution would have been more difficult if an array had been used. This illustrates the fact that the choice of the appropriate data structures can significantly simplify an algorithm. It can make the algorithm much faster and efficient.
Effective Java - Still Effective After All These YearsMarakana Inc.
Joshua Bloch serves up a few Java Puzzlers as an appetizer before and as dessert after the main course on Effective Java.
Organized By: Silicon Valley Web JUG - Van Riper and Kevin Nilson
Hosted and Sponsored By: Google
Video By: Marakana
We aren't sure about you, but working with Java 8 made one of the speakers lose all of his hair and the other lose his sleep (or was it the jetlag?). If you still haven't reached the level of Brian Goetz in mastering lambdas and strings, this talk is for you. And if you think you have, we have some bad news for you, you should attend as well.
Delivering Micro-Credentials in Technical and Vocational Education and TrainingAG2 Design
Explore how micro-credentials are transforming Technical and Vocational Education and Training (TVET) with this comprehensive slide deck. Discover what micro-credentials are, their importance in TVET, the advantages they offer, and the insights from industry experts. Additionally, learn about the top software applications available for creating and managing micro-credentials. This presentation also includes valuable resources and a discussion on the future of these specialised certifications.
For more detailed information on delivering micro-credentials in TVET, visit this https://tvettrainer.com/delivering-micro-credentials-in-tvet/
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
Safalta Digital marketing institute in Noida, provide complete applications that encompass a huge range of virtual advertising and marketing additives, which includes search engine optimization, virtual communication advertising, pay-per-click on marketing, content material advertising, internet analytics, and greater. These university courses are designed for students who possess a comprehensive understanding of virtual marketing strategies and attributes.Safalta Digital Marketing Institute in Noida is a first choice for young individuals or students who are looking to start their careers in the field of digital advertising. The institute gives specialized courses designed and certification.
for beginners, providing thorough training in areas such as SEO, digital communication marketing, and PPC training in Noida. After finishing the program, students receive the certifications recognised by top different universitie, setting a strong foundation for a successful career in digital marketing.
it describes the bony anatomy including the femoral head , acetabulum, labrum . also discusses the capsule , ligaments . muscle that act on the hip joint and the range of motion are outlined. factors affecting hip joint stability and weight transmission through the joint are summarized.
বাংলাদেশের অর্থনৈতিক সমীক্ষা ২০২৪ [Bangladesh Economic Review 2024 Bangla.pdf] কম্পিউটার , ট্যাব ও স্মার্ট ফোন ভার্সন সহ সম্পূর্ণ বাংলা ই-বুক বা pdf বই " সুচিপত্র ...বুকমার্ক মেনু 🔖 ও হাইপার লিংক মেনু 📝👆 যুক্ত ..
আমাদের সবার জন্য খুব খুব গুরুত্বপূর্ণ একটি বই ..বিসিএস, ব্যাংক, ইউনিভার্সিটি ভর্তি ও যে কোন প্রতিযোগিতা মূলক পরীক্ষার জন্য এর খুব ইম্পরট্যান্ট একটি বিষয় ...তাছাড়া বাংলাদেশের সাম্প্রতিক যে কোন ডাটা বা তথ্য এই বইতে পাবেন ...
তাই একজন নাগরিক হিসাবে এই তথ্য গুলো আপনার জানা প্রয়োজন ...।
বিসিএস ও ব্যাংক এর লিখিত পরীক্ষা ...+এছাড়া মাধ্যমিক ও উচ্চমাধ্যমিকের স্টুডেন্টদের জন্য অনেক কাজে আসবে ...
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Executive Directors Chat Leveraging AI for Diversity, Equity, and InclusionTechSoup
Let’s explore the intersection of technology and equity in the final session of our DEI series. Discover how AI tools, like ChatGPT, can be used to support and enhance your nonprofit's DEI initiatives. Participants will gain insights into practical AI applications and get tips for leveraging technology to advance their DEI goals.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
Thinking of getting a dog? Be aware that breeds like Pit Bulls, Rottweilers, and German Shepherds can be loyal and dangerous. Proper training and socialization are crucial to preventing aggressive behaviors. Ensure safety by understanding their needs and always supervising interactions. Stay safe, and enjoy your furry friends!
This presentation was provided by Steph Pollock of The American Psychological Association’s Journals Program, and Damita Snow, of The American Society of Civil Engineers (ASCE), for the initial session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session One: 'Setting Expectations: a DEIA Primer,' was held June 6, 2024.
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
1. Java interface and inheritance
FOR MORE CLASSES VISIT
www.tutorialoutlet.com
public interface List<T> {
public void add(T item) throws IndexOutOfBoundsException;
public T get(int i) throws IndexOutOfBoundsException; public T
remove(int i);
public int size();
default void println() {
System.out.print("[");
for (int i = 0; i < size()-1; i++) {
System.out.print(get(i) + ",");
}
if (size() > 0) {
System.out.println(get(size()-1) + "]");
}
}
} .............................................................................................................
public class LinkedList<T> implements List<T> {
private class Node<T> {
public T value;
public Node<T> next;
}
2. private Node<T> head;
public void add(T item) throws IndexOutOfBoundsException {
Node<T> curr = head;
if (curr == null) {
head = new Node<>();
head.value = item;
head.next = null;
} else {
while (curr.next != null) {
curr = curr.next;
}
curr.next = new Node<>();
curr.next.value = item;
curr.next.next = null;
} } public T get(int i) throws IndexOutOfBoundsException {
if (i < 0 && i >= size()) throw new
IndexOutOfBoundsException("Element
doesn't exist at location " + i); } Node<T> curr = head;
while (i > 0) {
curr = curr.next;
i--;
}
3. return curr.value; public T remove(int i) { if (i < 0 && i
>= size()) throw new
IndexOutOfBoundsException("Element
doesn't exist at location " + i);
// Implement
} } public int size() {
int size = 0;
Node<T> curr = head;
while (curr != null) {
curr = curr.next;
size++;
}
return size;
} ...........................................................................................
public class Main {
public static void testList(List<String> list) {
list.add("a");
list.add("b");
list.add("c");
list.add("d");
list.println(); // Should print [a,b,c,d]
System.out.println(list.size()); // Should print 4
String second = list.get(2);
4. System.out.println(second); // Should print c
list.add("e");
list.add("f");
list.add("g");
list.add("h");
list.add("i");
list.add("j");
list.println(); // Should print [a,b,c,d,e,f,g,h,i,j]
try {
list.add("k"); // Should throw an error for DumbList but
work for
LinkedList
} catch (IndexOutOfBoundsException e) {
System.out.println(e.getMessage()); // Should print You cannot add
any more item. Only 10 allowed. for DumbLink
}
list.remove(0);
} list.println(); // Should print [b,c,d,e,f,g,h,i,j] public static void
main(String args) {
List<String> list = new DumbList<>();
//List<String> list = new LinkedList<>();
}
testList(list); } ........................................................................................
..........
5. class FastLinkedList<T> extends LinkedList<T> {
private int size = 0;
@Override
public void add(T item) throws IndexOutOfBoundsException {
//Implement
}
@Override
public T remove(int i) {
//Implement
}
@Override
public int size() {
return size;
}
public void prettyPrint() {
//Implement
}
} .......................................................................
public class DumbList<T> implements List<T> {
private final int MAX_SIZE = 10;
private Object array = new Object[MAX_SIZE];
private int size = 0;
public void add(T item) throws IndexOutOfBoundsException {
6. if (size + 1 > MAX_SIZE) {
throw new IndexOutOfBoundsException("You cannot add any
more item.
Only " + MAX_SIZE + " allowed.");
} else {
// Add implementation goes here
}
}
@SuppressWarnings("unchecked")
public T get(int i) throws IndexOutOfBoundsException {
return (T) array[i];
} public T remove(int i) {
if (i < 0 && i >= size) {
throw new IndexOutOfBoundsException("Invalid index, plesae
supply
a number between 0 and " + this.size);
} else {
@SuppressWarnings("unchecked")
T toBeRemoved = (T) array[i];
// Removal Implementation goes here
return toBeRemoved;
} } public int size() {