Mohammad Tayyab's repositories
AON-Penalty-Prediction
Introducing the Apollo Choice Modelling for Penalty Shot Prediction GitHub repository. Utilizing Apollo choice modeling, our code predicts soccer penalty shots. Featuring a user-friendly R Shiny app, the model considers player data, shot locations, and goalkeeper behavior to estimate shot success.
datasharing
The Leek group guide to data sharing
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
footyfacts
FootyFacts is an interactive football trivia chatbox that leverages the power of OpenAI's ChatGPT and Streamlit to provide fun and engaging football-related trivia. Simply ask a question about football, and get instant, informative responses. Perfect for football enthusiasts and trivia lovers!
loan-status-prediction
Predict loan approval status using machine learning models. Explore data, build, tune, and evaluate models for accurate predictions.
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
Protein-Sequence-analysis
Explore amino acid patterns in biological sequences with this R repository. Utilizing stringr, mmand, and ape libraries, it offers spatial analysis functionalities including pattern recognition, frequency analysis, and phylogenetic tree construction. Dive into documentation for usage guidance.
RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
StockMarketPrediction
Master Thesis - An interactive stock market forecasting tool using ARIMA, XGBoost, LSTM, RNN, and Transformers to predict stock, commodity, and forex trends. Compare models, analyze multiple markets, and visualize predictions. Built with Panel, it offers flexible forecasting and model insights.
tsfresh
Automatic extraction of relevant features from time series: