Overview of the Campeonato Femenino Paraguay
  The Campeonato Femenino Paraguay is a premier football league showcasing the talent and competitive spirit of women's football in Paraguay. As the season progresses, fans eagerly anticipate each match, with tomorrow's fixtures promising to be particularly thrilling. With teams battling for supremacy on the field, expert betting predictions offer valuable insights into potential outcomes.
  
  Key Matches to Watch Tomorrow
  Tomorrow's schedule features several high-stakes matches that could significantly impact the league standings. Here are the key fixtures:
  
    - Club Libertad vs. Olimpia: A classic derby that never fails to captivate audiences, this match is expected to be a closely contested affair.
- Guaraní vs. Sol de América: Both teams are in form, making this clash a must-watch for any football enthusiast.
- Sportivo Luqueño vs. River Plate: Known for their attacking play, both teams promise an entertaining match filled with goals.
Betting Predictions and Analysis
  Expert analysts have been closely monitoring the league's dynamics to provide accurate betting predictions for tomorrow's matches. Here’s a detailed breakdown:
  Club Libertad vs. Olimpia
  This derby is not just about points; it's about pride and history. Club Libertad enters the match with a slight edge due to their recent form, but Olimpia's home advantage cannot be overlooked.
  
    - Prediction: Draw (1X2)
- Key Players: Ana González (Libertad), Maria Torres (Olimpia)
- Betting Tip: Over 2.5 goals - Both teams have potent attacks.
Guaraní vs. Sol de América
  Guaraní has been impressive this season, with a solid defense and a clinical striker leading their charge. Sol de América, on the other hand, boasts a dynamic midfield capable of turning games on their head.
  
    - Prediction: Guaraní to win
- Key Players: Sofia Martínez (Guaraní), Lucia Rodríguez (Sol de América)
- Betting Tip: Both teams to score - Expect an open game with chances for both sides.
Sportivo Luqueño vs. River Plate
  This match is anticipated to be a goal fest, with both teams known for their offensive prowess. Sportivo Luqueño has been scoring heavily, while River Plate has a knack for late-game comebacks.
  
    - Prediction: Draw (1X2)
- Key Players: Carla Fernández (Sportivo Luqueño), Valentina Gómez (River Plate)
- Betting Tip: Under 3 goals - Despite their attacking nature, both defenses have shown resilience.
In-Depth Team Analysis
  Club Libertad
  Club Libertad has been a dominant force in the league, thanks to their well-rounded squad and tactical flexibility. Their defense has been particularly impressive, conceding fewer goals than any other team in the league.
  
    - Strengths: Solid defense, experienced goalkeeper
- Weakeness: Struggles against high-pressing teams
- Recent Form: Won last three matches
Olimpia
  Olimpia's home advantage cannot be underestimated. Their passionate fan base often provides the extra push needed in crucial moments. The team has been working on improving their away record this season.
  
    - Strengths: Strong home record, dynamic midfield
- Weakeness: Inconsistent away form
- Recent Form: Drawn last two matches
Guaraní
  Guaraní's rise this season can be attributed to their disciplined approach and tactical acumen. Their coach has implemented a system that maximizes their strengths while minimizing weaknesses.
  
    - Strengths: Disciplined defense, clinical finishing
- Weakeness: Vulnerable to counter-attacks
- Recent Form: Won last four matches
Sol de América
  Sol de América has been a revelation this season, with several young talents stepping up to the challenge. Their ability to adapt to different playing styles makes them a formidable opponent.
  
    - Strengths: Versatile squad, strong youth integration
- Weakeness: Lack of experience in high-pressure situations
- Recent Form: Won two, drew one of last three matches
Sportivo Luqueño
  Sportivo Luqueño is known for their attacking flair and ability to score from various positions on the pitch. Their high-risk style often pays off but can leave them exposed at the back.
  
    - Strengths: High-scoring offense, creative midfielders
- Weakeness: Defensive lapses under pressure
- Recent Form: Won last two matches convincingly
River Plate
  River Plate's resilience and fighting spirit have been key to their success this season. They have managed to secure points from unlikely situations through sheer determination and teamwork.
  
    - Strengths: Resilient defense, strong team spirit
- Weakeness: Inconsistent goal-scoring record
- Recent Form: Drawn last match after a winning streak
Tactical Insights and Match Preparations
  Tactics for Club Libertad vs. Olimpia
  In this derby, tactics will play a crucial role. Club Libertad is expected to adopt a cautious approach initially, focusing on maintaining their defensive solidity before launching counter-attacks. Olimpia will likely try to dominate possession and exploit any gaps in Libertad's defense through quick transitions.
  Tactics for Guaraní vs. Sol de América
Fitzsturgis/COMP30027<|file_sep|>/Lab5/10.py
import sys
def main():
	# create dictionary of word:frequency pairs
	dict = {}
	for line in sys.stdin:
		for word in line.split():
			if word not in dict:
				dict[word] = int(1)
			else:
				dict[word] += int(1)
	# find max frequency
	max_freq = max(dict.values())
	# print words sorted by frequency then alphabetically
	for word in sorted(dict.keys()):
		if dict[word] == max_freq:
			print(word)
if __name__ == "__main__":
	main()<|repo_name|>Fitzsturgis/COMP30027<|file_sep|>/Lab5/9.py
import sys
def main():
	for line in sys.stdin:
		print(line.rstrip())
if __name__ == "__main__":
	main()<|file_sep|># COMP30027 - Introduction to Data Science
## Lab assignments
### Lab5
10.py - Find all words that occur most frequently in stdin
9.py - Copy stdin into stdout
8.py - For each input line that contains 'http', output its second field
7.py - Output each distinct word from stdin
6.py - Output all distinct pairs of numbers from stdin such that they sum to zero
5.py - Count how many times each pair of numbers appears on one line
4.py - Count how many times each number appears on one line
3.py - Convert input numbers into floats and output their squares
2.py - Convert input numbers into floats and output their squares
1.py - Convert input numbers into floats and output them
<|file_sep|>#include "cs225/PNG.h"
#include "cs225/HSLAPixel.h"
using cs225::PNG;
using cs225::HSLAPixel;
void colorize(PNG & png) {
	for(unsigned x = png.width(); x >0; --x){
		for(unsigned y = png.height(); y >0; --y){
			HSLAPixel & pixel = png.getPixel(x-1,y-1);
			pixel.l = pixel.s * pixel.h;
		}
	}
}<|file_sep|>#include "cs225/HSLAPixel.h"
#include "cs225/PNG.h"
#include "Point.h"
#include "ColorPicker.h"
using cs225::PNG;
using cs225::HSLAPixel;
ColorPicker::ColorPicker() {
}
ColorPicker::~ColorPicker() {
}
HSLAPixel ColorPicker::operator()(Point point) {
	return HSLAPixel();
}
LinearColorPicker::LinearColorPicker(HSLAPixel start,
                                     HSLAPixel finish,
                                     double width,
                                     double height) : start(start),
                                                         finish(finish),
                                                         width(width),
                                                         height(height) {
}
HSLAPixel LinearColorPicker::operator()(Point point) {
	double x = point.getX();
	double y = point.getY();
	double xRatio = x / width;
	double yRatio = y / height;
	double hRatio = finish.h - start.h;
	double sRatio = finish.s - start.s;
	double lRatio = finish.l - start.l;
	return HSLAPixel(start.h + (xRatio * hRatio),
	                 start.s + (xRatio * sRatio),
	                 start.l + (xRatio * lRatio));
}
RadialColorPicker::RadialColorPicker(HSLAPixel center,
                                     double maxDistance,
                                     HSLAPixel inner,
                                     HSLAPixel outer) : center(center),
                                                         maxDistance(maxDistance),
                                                         inner(inner),
                                                         outer(outer) {
}
HSLAPixel RadialColorPicker::operator()(Point point) {
	double distanceFromCenter = sqrt(pow(point.getX() - center.x,
                                         pow(point.getY() - center.y)));
	if(distanceFromCenter <= maxDistance){
		double ratio = distanceFromCenter / maxDistance;
		double hRatio = outer.h - inner.h;
		double sRatio = outer.s - inner.s;
		double lRatio = outer.l - inner.l;
		return HSLAPixel(inner.h + (ratio * hRatio),
						 inner.s + (ratio * sRatio),
						 inner.l + (ratio * lRatio));
	}
	else{
		return outer;
	}
}<|repo_name|>Fitzsturgis/COMP30027<|file_sep|>/Lab2/Blur.cpp
#include "Blur.h"
using namespace cs225;
void BlurImage(const PNG & image,
               PNG & output,
               int n) {
	output.resize(image.width(), image.height());
	for(unsigned x = image.width(); x >0; --x){
		for(unsigned y = image.height(); y >0; --y){
			HSLAPixel avgPixel(0.,0.,0.);
			int numPixels = pow(n*2+1,n*2+1);
			for(int i=-n; i<=n; ++i){
				for(int j=-n; j<=n; ++j){
					if(x+i > image.width()-1 || x+i <=0 || y+j > image.height()-1 || y+j <=0){
						continue;
					}
					else{
						HSLAPixel & currPixel = image.getPixel(x+i-1,y+j-1);
						avgPixel.h += currPixel.h / numPixels;
						avgPixel.s += currPixel.s / numPixels;
						avgPixel.l += currPixel.l / numPixels;
					}
				}
			}
			HSLAPixel & outputPixel = output.getPixel(x-1,y-1);
			outputPixel=hsl_to_rgb(avgPixel);
			outputPixel.a=image.getPixel(x-1,y-1).a;
		}
	}
}<|repo_name|>Fitzsturgis/COMP30027<|file_sep|>/Lab5/8.py
import sys
def main():
	for line in sys.stdin:
		fields=line.split()
		if len(fields) >=2:
			if fields[1].startswith("http"):
				print(line)
if __name__ == "__main__":
	main()<|repo_name|>Fitzsturgis/COMP30027<|file_sep|>/Lab5/6.py
import sys
def main():
	nums=list()
	for line in sys.stdin:
		nums.append(int(line))
	nums.sort()
	i=0
	j=len(nums)-1
	while i0:
			j-=1
		else:
			i+=1
if __name__ == "__main__":
	main()<|file_sep|>#include "cs225/PNG.h"
#include "cs225/HSLAPixel.h"
#include "ImageTraversal.h"
#include "floodfill.hpp"
using namespace cs225;
void ImageTraversal::floodFill(const PNG & imIn,
                               PNG & imOut,
                               unsigned x,
                               unsigned y,
                               HSLAPixel fillColor) {
	queue q;
	q.push(new Point(x,y));
	while(!q.empty()){
        Point* currPoint=q.front();
        q.pop();
        if(imIn.getPixel(currPoint->getX()-1,currPoint->getY()-1).a!=0){
            imOut.setPixel(currPoint->getX()-1,currPoint->getY()-1,fillColor);
            if(currPoint->getX()+1 <= imIn.width()){
                q.push(new Point(currPoint->getX()+1,currPoint->getY()));
            }
            if(currPoint->getX()-1 >=1){
                q.push(new Point(currPoint->getX()-1,currPoint->getY()));
            }
            if(currPoint->getY()+1 <= imIn.height()){
                q.push(new Point(currPoint->getX(),currPoint->getY()+1));
            }
            if(currPoint->getY()-1 >=1){
                q.push(new Point(currPoint->getX(),currPoint->getY()-1));
            }
        }
        delete currPoint;
   }
}<|repo_name|>Fitzsturgis/COMP30027<|file_sep|>/Lab5/7.py
import sys
def main():
	dict=set()
	for line in sys.stdin:
		line=line.lower()
		line=line.replace(',', '')
		line=line.replace('.', '')
		line=line.replace('!', '')
		line=line.replace('?', '')
		
		for word in line.split():
			dict.add(word)
	for word in sorted(dict):
			print(word)
if __name__ == "__main__":
	main()<|repo_name|>Fitzsturgis/COMP30027<|file_sep|>/Lab5/5.py
import sys
def main():
	dict={}
	for line in sys.stdin:
	    nums=line.split()
	    nums.sort()
	    num_pair=nums[0]+','+nums[1]
	    if num_pair not in dict:
	        dict[num_pair]=int(0)
	    else:
	        dict[num_pair]+=int(1)
	for num_pair,freq in dict.items():
	    print(num_pair+' '+str(freq))
if __name__ == "__main__":
	main()<|repo_name|>Fitzsturgis/COMP30027<|file_sep|>/Lab5/2.py
import sys
def main():
	for line in sys.stdin:
	    print(float(line)**2)
if __name__ == "__main__":
	main()<|repo_name|>Fitzsturgis/COMP30027<|file_sep|>/Lab2/ImageTraversal.cpp
#include "ImageTraversal.h"
using namespace cs225;
ImageTraversal::ImageTraversal() {}
ImageTraversal::~ImageTraversal() {}
void ImageTraversal::traverse(Image& imIn,
                              Image& imOut,
                              unsigned x,
                              unsigned y,
                              function visit) {
	traverseDFS(imIn,
	            imOut,
	            x,
	            y,
	            visit);
}
void ImageTraversal::traverseBFS(Image& imIn,
                                 Image& imOut,
                                 unsigned x,
                                 unsigned y,
                                 function visit) {
	queue q;
	q.push(new Point(x,y));
	while(!q.empty()){
        Point* currPoint=q.front();
        q.pop();
        if(imIn.getRGBAt(currPoint->getX(),currPoint->getY())!=imOut.getRGBAt(currPoint->getX(),currPoint->getY())){
        	imOut.setRGBAt(currPoint->getX(),currPoint->getY(),imIn.getRGBAt(currPoint->getX(),currPoint->getY()));
        	if(currPoint->getX()+1 <= imIn.width()){
        		q.push(new Point(currPoint->getX()+1,currPoint->getY()));
        		
        		imOut.setRGBAt(currPoint->getX()+1,currPoint->getY(),imIn.getRGBAt(currPoint->getX()+1,currPoint->getY()));
        		
        		if(imIn.getRGBAt(currPoint->getX()+2,currPoint->getY())==imOut.getRGBAt(currPoint->getX()+2,currPoint->getY())){
        			q.push(new Point(currPoint->getX()+2,currPoint->getY()));
        	        
        			imOut.setRGBAt(currPoint->getX()+