Juan David Prada Malagon 's repositories
Fourier-Transforms-In-1D-And-2D
Implementation of the Fourier transform in one dimension for an arbitrary function. Using numpy packages for obtaining the Fourier transform in two dimensions for images, including the cross sectional function of each of the transformed images and applying a filter for obtaining Barcelona map without horizontal lines after the transformation.
Bayesian-Parameter-Estimation-For-Radial-Velocity-Model
Using Monte Carlo Methods to estimate mass potential parameters on a model describing a galaxy radial velocity in terms of the radius with the bayesian parameter estimation.
Fourier-Transform-Implementation-1D
Fourier transform implementation for a one dimensional arbitrary function.
Leap-Frog-Method-For-Solving-Ordinary-Differential-Equations-Describing-Epidemic-SIR-Model
Implementation of the Leap-Frog Method for solving ordinary differential equations describing the epidemic SIR Model for a population of N individuals, considering the variables of individuals infected I(t), the suceptible to be infeted S(t) and the individuals who have recovered from the infection R(t).
CreditCardDefault
Decision tree based classifiers to attempt prediction of whether or not a customer will default on their loans
DataScienceSummerSchool2021
Hertie Data Lab
Finite-Difference-Method-For-Solving-The-Advection-Equation
Solving the advection differnetial equation using the finite diference method.
Gauss-Jordan
Code for reducing an nxn matrix into gauss-jordan form with row elementry operations.
HousePricePredictor
Linear Regression applied to House Pricing data. Three different models where applied: least squares, linear regression and Bayesian statistics.
HumanActivityRecognition
KNN classifier implemented by a Home-Built version and an Sklearn implementation using a dataset of measurments of a smartphone.
IncomePredictionClassifier
Construction of a simple classifier and adaptive boosting algorithm to predict income
instapy-quickstart
đź’¨ Simply get InstaPy up and running in minutes.
juanda-website
Personal Website
JuanPrada_Ejercicio25
Number generator following Gaussian Distribution
JuanPrada_Ejercicio26
Count combination of characters on a progression of number PI
JuanPrada_Ejercicio30
OPENMP
JuanPrada_Final
Data Analysis on Kaggle multiple choice survey
KMeansAndGMMClustering
Hand-made algorithms for KMeans and GMM models compared to Sklearn implementation
MarketBasketAnalysis
Association Analysis
PCA-Applied-To-Silicon-Wafer-Thickness-Analysis
Application of the statistical method principal component analysis for studying the thickness of a Silicon wafer.
Polynomial-Fitting-For-a-Rocket-Velocity
Polynomial fitting for a second degree polynomial describing the function of a rockets velocity in terms of time, by finding the respective coefficients with gaussian elimination method implemented.
Random-Distribution-Of-Points-Into-An-Sphere-Of-Arbitrary-Radius
Implementation of a random distribution of points at the surface of an sphere with arbitrary radius.
TitanicSurvivalPredictor
Binary classification model based on logistic regression
WeeklyPriceofCornPredictor
Hidden Markov Models