Fading Coder

One Final Commit for the Last Sprint

Predicting Passenger Survival on the Titanic Using Ensemble Methods

Import the necessary libraries to data manipulation, visualization, and machine learning: import pandas as pd import numpy as np import matplotlib.pyplot as plt import seaborn as sns from scipy.stats import chi2_contingency from sklearn.ensemble import RandomForestClassifier from sklearn.model_selec...

Analyzing and Predicting Airline Ticket Prices Using Python

Flight ticket prices are influenced by multiple factors, including airline, route, number of stops, departure and arrival times, flight duration, and booking time. By analyzing these elements, airlines can optimize pricing strategies to enhance competitiveness, while passengers can benefit from pric...

Converting PyTorch Models to TorchScript for Production Deployment

TorchScript enables PyTorch models to be converted into a format that can run independently of Python. This allows models to be deployed in production environments, including servers without Python runtime. Two primary methods exist for converting PyTorch models to TorchScript: tracing and scripting...