fbeutler
PhD in astrophysics, Bachelor in Computer Science, research in cosmology and machine learning
Institute for AstronomyEdinburgh, UK
Pinned Repositories
arxiv_citation_graph
This code downloads information about arXiv publications and attempts to extract information about their bibliography
arXiv_recommendation_engine
These functions are used to calculate a recommendation engine for www.benty-fields.com, used to predict arXiv papers the user might like
benty_fields_ML_model
This code describes the model used in benty-fields to predict which publications users might be interested in
bispec_model
Code to calculate the bispectrum
Corrfunc
⚡️⚡️⚡️Blazing fast correlation functions on the CPU.
elasticsearch_and_pubmed_project
Code to parse and access the pubmed dataset using elasticsearch
lazy_load_images
javascript code to lazy load images
Metropolis-Hastings
example for the Metropolis-Hastings algorithm
pk_tools
Modules related to arxiv:X
Study-the-Universe-with-Python
Code to analyse the BOSS dataset including measurement of the power spectrum and covariance matrix. I also show how to derive a likelihood using MCMC. Based on the python packages nbodykit and emcee.
fbeutler's Repositories
fbeutler/Study-the-Universe-with-Python
Code to analyse the BOSS dataset including measurement of the power spectrum and covariance matrix. I also show how to derive a likelihood using MCMC. Based on the python packages nbodykit and emcee.
fbeutler/pk_tools
Modules related to arxiv:X
fbeutler/benty_fields_ML_model
This code describes the model used in benty-fields to predict which publications users might be interested in
fbeutler/arXiv_recommendation_engine
These functions are used to calculate a recommendation engine for www.benty-fields.com, used to predict arXiv papers the user might like
fbeutler/Metropolis-Hastings
example for the Metropolis-Hastings algorithm
fbeutler/arxiv_citation_graph
This code downloads information about arXiv publications and attempts to extract information about their bibliography
fbeutler/bispec_model
Code to calculate the bispectrum
fbeutler/Corrfunc
⚡️⚡️⚡️Blazing fast correlation functions on the CPU.
fbeutler/elasticsearch_and_pubmed_project
Code to parse and access the pubmed dataset using elasticsearch
fbeutler/lazy_load_images
javascript code to lazy load images
fbeutler/printful_api_communication
These functions are used to communicate with the printful.com API.
fbeutler/AstroInstitutions
A latex file with aliases for astro/cosmo/hep institutions.
fbeutler/clus_models
Models for galaxy clustering
fbeutler/combine_and_minify_css_js
Function to combine and minifiy css and js files using the minify API
fbeutler/fbeutler.github.io
My personal webpage
fbeutler/flask_error_handler
Error handler for flask application
fbeutler/Ftest
short program to accommodate blog post
fbeutler/hypothesis-testing
Short program to accommodate blog post
fbeutler/MeSH-term-prediction
This program uses papers from pubmed which have MeSH terms assigned and predicts MeSH terms for other papers
fbeutler/PCA-example
Short program to accompany a blog post to be found here
fbeutler/plotting_MCMC_chains
Example script to plot the 2D contours of a MCMC chain using the getdist python package
fbeutler/ran_gauss2D
Code to generate a Gaussian random field in 2D
fbeutler/random_forest_classifier
Python code to build a random forest classifier from scratch. This code is described in detail in this blog post.
fbeutler/scrape_hep_jobs
Python program to scrape the HEP jobs site
fbeutler/search_as_you_type_feature
Code to include a search as you type feature for a web application
fbeutler/stock_check
Some functions to deal with the financialmodelingprep API