Pablo Navarro's repositories
shocktube-test-1D-SPH
Shock-tube test using smoothed particle hydrodynamics in 1-D
planetary-collision-3D-SPH
Simulate planetary collisions using smoothed particle hydrodynamics in 3D. Data is not provided.
efficient-discovery-of-binary-stars
Code of my Master's Thesis for Lund University with the title "Efficient discovery of binary stars".
analysis-of-stellar-spectra
Code of the final project for the course "Foundations of Data Science" from the Master's at University of Hertfordshire. Analysis of Stellar Spectra with Lorentz+linear model and Random Forest classifications. Data is not included, use the provided query to access the RAVE data directly from the website.
binary-population-synthesis
Generates a population of binary stars according to a series of constraints from the literature.
herts_master
Code for the Master's Project at Hertfordshire University
k-nearest-neighbors-R
Implementation of k-Nearest Neighbors algorithm from scratch in R.
RK4-orbital-integrator
Implementation of a Runge-Kutta 4 integrator for planetary orbits using only numpy.
scrapy-Boston-restaurants-TripAdvisor
Web scraping with scraPy of all the restaurants in Boston as given by the website TripAdvisor.
image-quantization
Simple code to reduce the dimensions (colors) from an image. Uses k-means clustering to perform the analysis. Results and test image are given.
k-means_python
Simple implementation of the k-means clustering algorithm in Python using for loops. Vectorization work is needed..
lomb-scargle-periodogram
Python implementation of the Lomb Scargle periodogram.
pca-test-r
Simple implementation of Principal Component Analysis (PCA) as part of the R learning process.
spotify-now-playing
Dynamic realtime profile ReadMe linked with spotify
stock-data-tSNE
Analysis of log returns from stock market data using Python and dimensionality reduction (t-distributed stochastic neighbor embedding, t-SNE)
tf_selfstudy
Files for the self study of Deep Learning using Tensorflow 2.0
trichromatic_merger
Bash/Python script to call libraw and image magick for the linearization and merging of raw files into trichromatic tiffs. To use together with G2P.