juandapradam12 Goto Github PK

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.

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.

fourier-transform-implementation-1d

Fourier transform implementation for a one dimensional arbitrary function.

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.

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

💨 Simply get InstaPy up and running in minutes.

juanda-website

Personal Website

juandapradam12.github.io

juanprada_ejercicio25

Number generator following Gaussian Distribution

juanprada_ejercicio26

Count combination of characters on a progression of number PI

juanprada_ejercicio27

MPI

juanprada_ejercicio28

MPI

juanprada_ejercicio29

OPEMP

juanprada_ejercicio30

OPENMP

juanprada_examenfinal

juanprada_final

Data Analysis on Kaggle multiple choice survey

kmeansandgmmclustering

Hand-made algorithms for KMeans and GMM models compared to Sklearn implementation

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).

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.

ppi-web-app

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

wave-equation-solution

Wave equation solution for a drum membrane and guitar string using de finite difference method for solving partial differential equations.