Tennis Challenger Islamabad Pakistan: A Premier Event for Enthusiasts
The Tennis Challenger Islamabad Pakistan is an event that has quickly become a focal point for tennis enthusiasts and bettors alike. With fresh matches updated daily, this tournament offers a dynamic platform for players to showcase their skills and for spectators to engage in expert betting predictions. The tournament's strategic location in Islamabad provides a unique cultural backdrop, enhancing the overall experience for participants and fans.
No tennis matches found matching your criteria.
Each day brings new excitement as top-tier players from around the region compete on well-maintained courts. The event is meticulously organized, ensuring that both players and spectators have a seamless experience. From the moment you arrive at the venue, you are greeted with a vibrant atmosphere, filled with the sounds of cheering crowds and the rhythmic bounce of tennis balls.
Understanding the Tournament Structure
The Tennis Challenger Islamabad Pakistan follows a rigorous format designed to test the mettle of its competitors. The tournament is divided into several stages, starting with the qualifiers, followed by group stages, quarter-finals, semi-finals, and culminating in an exhilarating final match. Each stage is crucial, as it determines who advances to the next level.
Qualifiers: The initial stage where aspiring players vie for a spot in the main draw.
Group Stages: Teams are grouped based on rankings and previous performances to ensure competitive matches.
Quarter-Finals: Only the top teams from each group advance to this high-stakes round.
Semi-Finals: The intensity ramps up as teams battle for a place in the final showdown.
Finals: The ultimate test where champions are crowned amidst roaring applause.
Daily Match Updates: Stay Informed
To keep fans engaged and informed, daily match updates are provided through various channels. These updates include detailed match reports, player statistics, and expert analyses. Fans can follow these updates on social media platforms or through dedicated apps designed specifically for this tournament.
Scores: Real-time scores ensure fans never miss any action.
Match Reports: Comprehensive summaries provide insights into key moments and player performances.
Player Statistics: Detailed stats help fans track their favorite players' progress throughout the tournament.
Betting Predictions: Expert Insights
Betting on tennis can be both thrilling and challenging. To aid bettors, expert predictions are offered daily. These predictions are based on thorough analysis of player form, head-to-head records, surface preferences, and other critical factors.
Analytical Tools: Advanced tools analyze vast amounts of data to provide accurate predictions.
Betting Strategies: Tips on how to maximize returns while minimizing risks are shared with bettors.
Prediction Accuracy: Track records of past predictions help build trust among users.
The Venue: A Spectacular Setting
The venue for the Tennis Challenger Islamabad Pakistan is nothing short of spectacular. Located in one of Islamabad's most scenic areas, it offers breathtaking views that complement the electrifying atmosphere of live tennis matches. The facilities are state-of-the-art, ensuring comfort and convenience for all attendees.
Audience Seating: Spacious seating arrangements provide excellent views from every angle.
Catering Services: A variety of local and international cuisines cater to diverse tastes.
Amenities: From restrooms to merchandise stalls, everything is designed for an enhanced experience.
Cultural Significance: More Than Just Tennis
The Tennis Challenger Islamabad Pakistan is more than just a sporting event; it's a cultural phenomenon. It brings together people from different backgrounds, fostering a sense of community and shared passion for tennis. Local traditions are celebrated alongside international flair, creating a unique blend that enriches the tournament experience.
Cultural Events: Workshops and exhibitions highlight local artistry and craftsmanship.
amitkumarvashisht/Chronic-Kidney-Disease-Prediction<|file_sep|>/README.md
# Chronic-Kidney-Disease-Prediction
This project aims at predicting whether someone has Chronic Kidney Disease or not using Machine Learning.
## Problem Statement
Kidney disease (renal disease) affects millions worldwide.
It causes damage to your kidneys over time.
Early detection can prevent further deterioration.
## Objective
To predict whether someone has Chronic Kidney Disease or not using Machine Learning.
## Data Set
The dataset contains information about patients including demographic details like age,
gender etc., laboratory test results like blood pressure readings,
serum creatinine levels etc., medical history related information like hypertension,
diabetes etc., urine analysis results like albumin levels etc.,
and kidney disease status.
## Methodology
1. **Data Cleaning**
2. **Exploratory Data Analysis**
- Univariate Analysis
- Bivariate Analysis
- Multivariate Analysis
- Correlation Analysis
- Outlier Detection & Treatment
- Missing Value Treatment
3. **Feature Engineering**
4. **Model Building**
## Model Evaluation Metrics
- Accuracy Score
- Precision Score
- Recall Score
- F1 Score
- Confusion Matrix
## Libraries Used
- Pandas
- Numpy
- Matplotlib
- Seaborn
## Author
Amit Kumar Vashisht
LinkedIn : https://www.linkedin.com/in/amit-kumar-vashisht-b697a7199/
Email : [email protected]
<|file_sep### Importing Required Libraries
import pandas as pd # For data manipulation & analysis
import numpy as np # For numerical computing
import matplotlib.pyplot as plt # For data visualization
import seaborn as sns # For statistical data visualization
### Loading Dataset
df = pd.read_csv("chronic_kidney_disease.csv")
### Exploring Dataset
df.head() # Display first five rows
df.tail() # Display last five rows
df.info() # Display basic information about DataFrame
df.describe() # Display descriptive statistics
df.shape # Display shape (no.of rows & columns)
### Renaming Columns
columns = ['age', 'bp', 'sg', 'al', 'su', 'rbc', 'pc', 'pcc', 'ba', 'bgr',
'bu', 'sc', 'sod', 'pot', 'hemo', 'pcv',
'wbcc','rbcc','htn','dm','cad','appet','pe','ane']
df.columns = columns
### Dropping Rows having '?' Values
df = df.replace('?',np.nan)
for i in df.columns:
print(df[i].unique())
cols_with_missing_values = [col for col in df.columns if df[col].isnull().any()]
for col in cols_with_missing_values:
print(col)
print(df[col].value_counts(dropna=False))
print("Number of rows having missing values", df[df.isnull().any(axis=1)].shape[0])
print("Number of rows without missing values", df[~df.isnull().any(axis=1)].shape[0])
print("Percentage of missing values", round(df.isnull().sum().sum()/len(df.index)*100), "%")
drop_rows_with_missing_values = df.dropna()
print("Shape after dropping rows having missing values", drop_rows_with_missing_values.shape)
### Checking Duplicate Rows
duplicate_rows_df = drop_rows_with_missing_values[drop_rows_with_missing_values.duplicated()]
print("Number of duplicate rows", duplicate_rows_df.shape)
drop_duplicate_rows = drop_rows_with_missing_values.drop_duplicates()
print("Shape after dropping duplicate rows", drop_duplicate_rows.shape)
### Converting Non-Numeric Columns into Numeric Columns using LabelEncoder()
from sklearn.preprocessing import LabelEncoder
le = LabelEncoder()
for col in ['rbc','pc','pcc','ba']:
drop_duplicate_rows[col] = le.fit_transform(drop_duplicate_rows[col])
drop_duplicate_rows['htn'] = le.fit_transform(drop_duplicate_rows['htn'])
drop_duplicate_rows['dm'] = le.fit_transform(drop_duplicate_rows['dm'])
drop_duplicate_rows['cad'] = le.fit_transform(drop_duplicate_rows['cad'])
drop_duplicate_rows['appet'] = le.fit_transform(drop_duplicate_rows['appet'])
drop_duplicate_rows['pe'] = le.fit_transform(drop_duplicate_rows['pe'])
drop_duplicate_rows['ane'] = le.fit_transform(drop_duplicate_rows['ane'])
### Splitting Features & Target Variable
X= drop_duplicate_rows.drop(['class'], axis=1)
y= drop_duplicates_row<|repo_name|>luisemorales/PCAPAnalyser<|file_sep|>/src/protocol_analysis.py
from scapy.all import *
def get_packet_protocol(packet):
protocol_list=["TCP","UDP","ICMP","DNS"]
protocol=""
for proto in protocol_list:
if proto.lower() == packet.name.lower():
return proto.upper()
return protocol
def get_packet_data(packet):
data=""
for layer in packet.layers():
data+=layer.show(dump=True)
return data
def get_packet_size(packet):
size=len(packet)
return size
def get_packet_protocol_info(packet):
info={}
info["protocol"]=get_packet_protocol(packet)
info["data"]=get_packet_data(packet)
info["size"]=get_packet_size(packet)
return info
def get_packets_protocols_info(packets):
packets_info=[]
for packet in packets:
packets_info.append(get_packet_protocol_info(packet))
return packets_info
def show_packets_protocols_info(packets):
packets_protocols_info=get_packets_protocols_info(packets)
for info_dict in packets_protocols_info:
print(info_dict)<|repo_name|>luisemorales/PCAPAnalyser<|file_sep#include "mainwindow.h"
#include "ui_mainwindow.h"
MainWindow::MainWindow(QWidget *parent) :
QMainWindow(parent),
ui(new Ui::MainWindow),
captureInProgress(false),
captureThread(new CaptureThread(this))
{
ui->setupUi(this);
connect(ui->actionOpen,SIGNAL(triggered()),this,SLOT(openFile()));
connect(ui->actionCapture,SIGNAL(triggered()),this,SLOT(startCapture()));
connect(ui->actionStop,SIGNAL(triggered()),this,SLOT(stopCapture()));
connect(captureThread,SIGNAL(captureStarted()),this,SLOT(captureStarted()));
connect(captureThread,SIGNAL(captureStopped()),this,SLOT(captureStopped()));
}
MainWindow::~MainWindow()
{
delete ui;
}
void MainWindow::openFile()
{
QString fileName=QFileDialog::getOpenFileName(this,"Open PCAP File","","PCAP Files (*.pcap *.cap)");
if(!fileName.isEmpty()){
ui->plainTextEdit->setPlainText("");
ui->label_2->setText(fileName);
QByteArray ba;
ba.append(fileName.toUtf8());
const char* filename=ba.data();
char errbuf[PCAP_ERRBUF_SIZE];
pcap_t* handle=pcap_open_offline(filename,errbuf);
if(handle==NULL){
qDebug()<label_4->setText(QString("%1 Packets").arg(numPackets));
QString pcapInfo=getPcapInfo(filename);
ui->label_5->setText(pcapInfo);
}
}
QString MainWindow::getPcapInfo(const char* filename){
QString info="";
QByteArray ba;
ba.append(filename);
const char* filenameCStr=ba.data();
char errbuf[PCAP_ERRBUF_SIZE];
pcap_t* handle=pcap_open_offline(filenameCStr,errbuf);
if(handle==NULL){
qDebug()<pushButton_2->setEnabled(true);
ui->pushButton_3->setEnabled(false);
captureInProgress=true;
captureThread=new CaptureThread(this);
captureThread->start();
}
void MainWindow::stopCapture(){
captureInProgress=false;
captureThread->wait();
delete captureThread;
ui->pushButton_2->setEnabled(false);
ui->pushButton_3->setEnabled(true);
}
void MainWindow::captureStarted(){
qDebug()<<"capture started";
}
void MainWindow::captureStopped(){
qDebug()<<"capture stopped";
}<|repo_name|>luisemorales/PCAPAnalyser<|file_sep
// This file was generated by qdbusxml2cpp version <> from <>
//
#ifndef DIALOG_H_
#define DIALOG_H_
/*
* Proxy class for interface org.example.DBusInterfaceName
*/
class DialogInterfaceProxy: public QDBusAbstractInterface {
public:
static inline const char *staticInterfaceName()
{return "org.example.DBusInterfaceName";}
DialogInterfaceProxy(const QString &service,
const QString &path,
const QDBusConnection &_connection =
QDBusConnection::sessionBus(),
QObject *_parent =
nullptr);
#if !defined(Q_DBUS_WIDE_COMPAT) || defined(Q_MOC_OUTPUT_REVISION) || (QT_VERSION >= QT_VERSION_CHECK(5,0,0))
DialogInterfaceProxy(const QString &service,
const QString &path,
const QDBusConnection &_connection,
QObject *_parent,QDBusObjectPath _path):QDBusAbstractInterface(service,path,_connection,_parent),m_path(_path) {}
#endif
inline static inline QDBusObjectPath pathStaticConst()
{ return QDBusObjectPath("/Dialog"); }
inline inline QDBusObjectPath path() const
{ return m_path; }
private:
virtual void initConnections();
QDBusObjectPath m_path;
public:
signals:
literal void dialog_signal();
};
#endif
#include "dialog.h"
DialogInterfaceProxy::DialogInterfaceProxy(const QString &service,
const QString &path,
const QDBusConnection &_connection,QObject *_parent)
: QDBusAbstractInterface(service,path,_connection,_parent)
{
initConnections();
}
DialogInterfaceProxy::~DialogInterfaceProxy(){}
void DialogInterfaceProxy::initConnections()
{
QMetaObject *metaObj = metaObject(); // specifies object properties.
int signalCount = metaObj ? metaObj->methodCount() : 0;
for (int i=0; imethod(i));
QByteArray signature(method.methodSignature());
if (signature == "") continue;
string signalName(method.name());
string slotName(signalName.toStdString()+QString("_slot").toStdString());
disconnect(this,dynamicMetaObject()->method(metaObj->_imp_->offset+method.methodIndex()),
this,dynamicMetaObject()->method(metaObj->_imp_->offset+method.methodIndex()));
connect(this,dynamicMetaObject()->method(metaObj->_imp_->offset+method.methodIndex()),
this,SLOT(slot_wrapper(slot_name)));
}
}
// This file was generated by qdbusxml2cpp version <> from <>
//
#ifndef DIALOG_H_
#define DIALOG_H_
/*
* Proxy class for interface org.example.DBusInterfaceName
*/
class DialogServiceAdaptor: public QDBusAbstractAdaptor {
Q_OBJECT
public:
explicit DialogServiceAdaptor(QObject *parent);
private:
};
#endif
#include "dialog.h"
#include
class DialogServicePrivate : public QObject {
Q_OBJECT
public slots:
void dialog_slot();
};
DialogServicePrivate::DialogServicePrivate(QObject *parent):QObject(parent){}
void DialogServicePrivate::dialog_slot(){
emit dialog_signal();
}
class DialogServiceAdaptorPrivate : public QObject {
Q_OBJECT
public slots:
};
DialogServiceAdaptorPrivate::DialogServiceAdaptorPrivate(QObject *parent):QObject(parent){}
DialogServiceAdaptor::DialogServiceAdaptor(QObject *parent):QDBusAbstractAdaptor(parent){
setAutoRelaySignals(true);
new DialogServiceAdaptorPrivate(this);
new DialogServicePrivate(this);
}
Q_CLASSINFO(DialogServiceAdaptor,"org.example.DBusIntefaceName")
Q_SIGNALS:
literal void dialog_signal();
Q_SLOT:
void dialog_slot();
// This file was generated by qdbusxml2cpp version <> from <>
//
#ifndef DIALOGSERVICE_H_
#define DIALOGSERVICE_H_
/*
* Adaptor class code generated by qdbusxml2cpp version <>
*/
namespace org {
namespace example {
class DBusIntefaceName_adaptor: public org_example_DBusIntefaceName {
Q_OBJECT
public:
DBusIntefaceName_adaptor():org_example_DBusIntefaceName(){}
virtual ~DBusIntefaceName_adaptor(){}
virtual void someFunction(int arg1,const QString& arg2)=0;
};
template(revision,-1,reversedNames(flags),nQueuedArguments,gatticaAllowStringPropertiesAsArgs,gatticaRequireUnversionedInterfaces,gatticaRequireVersionedInterfaces,gaticcaUseDefaultMethodsForMissingMethods,gaticcaUseDefaultSignalsForMissingSignals,gaticcaUseDefaultSlotsForMissingSlots,nQueuedArguments+queuedArgumentCapacityIncrementStepSize,genericCallback,genericCallback,genericCallback,genericCallback,genericCallback,genericCallback,genericCallback,defaultGaticaIsNonBlocking,defaultGaticaCheckArgumentType,defaultGaticaCheckSignalType,defaultGaticaCheckSlotType,defaultGaticaCheckPropertyType,defaultGaticaCheckEnumValue,defaultGaticaCheckVariantSubtype){}
};
} // namespace example
} // namespace org
#endif
#include "dialogservice.h"
#include "../interface/org/example/DBusIntefaceName.xml"
#include "../interface/org/example/DBusIntefaceName.moc"
namespace org {
namespace example {
template<>
inline void DBusIntefaceName_adaptor::someFunction(int arg1,const QString& arg2){
beginCallWith((reinterpret_cast(&arg1)),reinterpret_cast(&arg2));
callWith((reinterpret_cast(&arg1)),reinterpret_cast(&arg2));
endCall();
}
} // namespace example
} // namespace org
// This file was generated by qdbusxml2cpp version <> from <>
//
#ifndef DIALOGSERVICE_H_
#define DIALOGSERVICE_H_
/*
* Adaptor class code generated by qdbusxml2cpp version <>
*/
namespace org {
namespace example {
class DBusIntefaceName_adaptor: public org_example_DBusIntefaceName {
Q_OBJECT
public:
DBusIntefaceName_adaptor():org_example_DBusIntefaceName(){}
virtual ~DBusIntefaceName_adaptor(){}
virtual void someFunction(int arg1,const QString& arg2)=0;
};
template
inline void DBusInetrface_adaptar::someFunction(int arg,argument,&QString){
begin_call((reinterpret_cast(&arg)),reinterpret_cast(&argument));
call(reinterpret_cast(&arg),reinterpret_cast(&argument));
end_call();
}
} // namespace examplee namepspace org
https://github.com/KDE/kdemultimedia/blob/master/kdemultimedia/kdemultimedia.pro.in#L46-L49
https://github.com/KDE/kdemultimedia/blob/master/kdemultimedia/qmlplayer.cpp#L39-L42
https://doc.qt.io/qt-5/qtcore-qobject.html#details
https://doc.qt.io/qt-5/qobject.html#detailed-description
http://qt-project.org/doc/qt-5/qtdbus-index.html
https://doc.qt.io/qt-5/qtcore-qobject.html#details
http://qt-project.org/doc/qt-5/qtdbus-index.html
http://www.qtcentre.org/archive/index.php/t-25788.html
http://www.kde-apps.org/content/show.php?content=117193
https://github.com/KDE/kdegraphics/blob/master/exiv/src/exiv_qimage.cpp#L112-L120
https://stackoverflow.com/questions/25162867/cannot-find-method-in-class-in-qml-component
https://wiki.qt.io/Tutorials_QML_Cpp_Integration_Tutorial
http://doc.qt.io/qt-5/qml-tutorials-cppintegration-part6.html
https://wiki.qt.io/Tutorials_QML_Cpp_Integration_Tutorial
http://doc.qt.io/qtcreator-toolchains-linux.html
https://stackoverflow.com/questions/14457818/how-to-set-up-a-cross-platform-development-environment-for-a-linux-desktop-applica
https://github.com/KDE/plasma-framework/blob/master/frameworks/breeze-icons/CMakeLists.txt
https://www.reddit.com/r/cpp/comments/bx7zck/hello_world_in_cmake/
cmake minigui.cmake
cmake minigui.cmake
<|file_sep
