torreblanca99
Physicist | Data Scientist | Machine Learning Developer at @mercadolibre
Mercado LibreCiudad de México, México
Pinned Repositories
Alien_Invasion_Game
This is a 2D-videogame in which an spaceship has to destroy aliens.
arma_process
In this reppository an Auto-Regressive Moving Average (ARMA) process is analysed.
Numerical_Physics_4_RandomWalk
It includes a program that plots a random walk in 2D using Numpy and Matplotlib.
Numerical_Physics_5_Heat_Equation_and_String_Vibration
It has a program that solves the heat equation in one dimension and plots the solution in a 3D-graph (Nympy, Matplotlib, Mpl_toolkits). It also contains another program that simulates a string vibrating with animation.
Numerical_Physics_6_Curve_Fitting
It contains some examples of curve fitting. Cubic Splines and Lagrange Interpolation were used to adjust the curves and also Newthon-Rapson to solve equations. The libraries implemented were Numpy, Sympy, Pandas and Matplotlib.
Numerical_Physics_7_Poisson_Equation_and_Schrodinger_Equation
It includes a program that solves the Poisson Equation in two dimensions and another that solves the time independent schrodinger equation for an arbitrary potential. Here some numerical methods for solving Partial Differential Equations were used: Jacobi, Gauss-Seidel and Runge-Kutta. The libraries implemented were sympy, numpy and matplotlib.
Numerical_Physics_8_Parabolic_Motion_Solution
It includes a program that solve de diferential equation of parabolic motion of a bullet in three different cases. The libraries used were Numpy and Matplotlib.
NumericPhysics_1_Sin_Function
It contains a program to calculate sin(x) using Taylor's aproximations.
NumericPhysics_2_Spherical_Bessel_Functions
It contains a program that calculates the spherical bessel functions of first type
NumericPhysics_3_RandomNumbers-MonteCarlo
It includes a program that generates pseudorandom numbers and another that solves integrals and approximates pi using Monte Carlo.
torreblanca99's Repositories
torreblanca99/Numerical_Physics_6_Curve_Fitting
It contains some examples of curve fitting. Cubic Splines and Lagrange Interpolation were used to adjust the curves and also Newthon-Rapson to solve equations. The libraries implemented were Numpy, Sympy, Pandas and Matplotlib.
torreblanca99/Numerical_Physics_7_Poisson_Equation_and_Schrodinger_Equation
It includes a program that solves the Poisson Equation in two dimensions and another that solves the time independent schrodinger equation for an arbitrary potential. Here some numerical methods for solving Partial Differential Equations were used: Jacobi, Gauss-Seidel and Runge-Kutta. The libraries implemented were sympy, numpy and matplotlib.
torreblanca99/Numerical_Physics_4_RandomWalk
It includes a program that plots a random walk in 2D using Numpy and Matplotlib.
torreblanca99/Numerical_Physics_5_Heat_Equation_and_String_Vibration
It has a program that solves the heat equation in one dimension and plots the solution in a 3D-graph (Nympy, Matplotlib, Mpl_toolkits). It also contains another program that simulates a string vibrating with animation.
torreblanca99/Numerical_Physics_8_Parabolic_Motion_Solution
It includes a program that solve de diferential equation of parabolic motion of a bullet in three different cases. The libraries used were Numpy and Matplotlib.
torreblanca99/NumericPhysics_1_Sin_Function
It contains a program to calculate sin(x) using Taylor's aproximations.
torreblanca99/NumericPhysics_2_Spherical_Bessel_Functions
It contains a program that calculates the spherical bessel functions of first type
torreblanca99/NumericPhysics_3_RandomNumbers-MonteCarlo
It includes a program that generates pseudorandom numbers and another that solves integrals and approximates pi using Monte Carlo.
torreblanca99/Alien_Invasion_Game
This is a 2D-videogame in which an spaceship has to destroy aliens.
torreblanca99/arma_process
In this reppository an Auto-Regressive Moving Average (ARMA) process is analysed.
torreblanca99/auto_regressive_process-
Learning to identify an Auto-Regressive model (AR) of second order.
torreblanca99/EDA_Spotify
This repository includes an Exploratory Data Analysis (EDA) process applied to a database extracted from the Spotify API.
torreblanca99/Genetic_Algorithm
It includes an implementation of Genetic Algorithm (GA) to solve the Rosenbrock function.
torreblanca99/introduction-to-postman-course
torreblanca99/Learnign_PINNs
torreblanca99/moving_average_process
Learning to identify a Moving Average process
torreblanca99/rdm_walk_TimeSeries
Analysys of the definition of a random walk time series.
torreblanca99/Tesis_R_Actuarial
El objetivo de este repositorio es brindar un apoyo a la comunidad interesada en mejorar sus técnicas en el lenguaje de programación R o emprenderlo desde un punto de vista muy aplicado. Un repositorio con códigos de R para aplicaciones actuariales: probabilidad, estadística, riesgo y finanzas.
torreblanca99/torreblanca99