fbeutler Goto Github PK
Name: Florian Beutler
Type: User
Company: Institute for Astronomy
Bio: PhD in astrophysics, Bachelor in Computer Science, research in cosmology and machine learning
Location: Edinburgh, UK
Florian Beutler's Projects
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
astroinstitutions
A latex file with aliases for astro/cosmo/hep institutions.
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
clus_models
Models for galaxy clustering
combine_and_minify_css_js
Function to combine and minifiy css and js files using the minify API
corrfunc
⚡️⚡️⚡️Blazing fast correlation functions on the CPU.
elasticsearch_and_pubmed_project
Code to parse and access the pubmed dataset using elasticsearch
fbeutler.github.io
My personal webpage
flask_error_handler
Error handler for flask application
ftest
short program to accommodate blog post
hypothesis-testing
Short program to accommodate blog post
lazy_load_images
javascript code to lazy load images
mesh-term-prediction
This program uses papers from pubmed which have MeSH terms assigned and predicts MeSH terms for other papers
metropolis-hastings
example for the Metropolis-Hastings algorithm
pca-example
Short program to accompany a blog post to be found here
pk_tools
Modules related to arxiv:X
plotting_mcmc_chains
Example script to plot the 2D contours of a MCMC chain using the getdist python package
printful_api_communication
These functions are used to communicate with the printful.com API.
ran_gauss2d
Code to generate a Gaussian random field in 2D
random_forest_classifier
Python code to build a random forest classifier from scratch. This code is described in detail in this blog post.
scrape_hep_jobs
Python program to scrape the HEP jobs site
search_as_you_type_feature
Code to include a search as you type feature for a web application
stock_check
Some functions to deal with the financialmodelingprep API
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.
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