A log likelihood fit for extracting neutrino oscillation parameters

Overview

A-log-likelihood-fit-for-extracting-neutrino-oscillation-parameters

Minimised the negative log-likelihood fit to extract neutrino oscillation parameters from the set of simulated T2K data. Compared the efficiency and accuracy of Newton, DFP, BFGS, univariate, gradient descent and my own iterative Monte-Carlo minimisation methods.

Hi, these are my coding files for running the project "A log likelihood fit for extracting neutrino oscillation parameters.

You need all the files in the same folder, since they're linked up as libraries for certain functions.

FILES WHICH SERVE AS LIBRARIES OF FUNCTIONS:

differentiation.py has functions connected to differentation - hessian calculator, derivatives calculator function etc.

functions.py has various functions in it that are used throughout the files.

minimisers.py has algorithms for minimisation methods in it

FILES WHICH GIVE RESULTS:

testing_minimisers.py gives out results of testing the minimisation methods.

part3.py, part4.py, part5.py are "main" folders where running the code will yield results and show plots required for the tasks in the script for that project.

Chi2_pval.py Calculates p-values and reduced chi2 values for the 1D,2D,3D optimisation of NLL.

global_minima.py calculates errors (via bisection method, where NLL changes for 1/2) on results obtained for 1D,2D,3D NLL minimised function.

Owner
Vid Homsak
Vid Homsak
Tiny demo site for exploring SameSite=Lax

samesite-lax-demo Background on my blog: Exploring the SameSite cookie attribute for preventing CSRF This repo holds some tools for exploring the impl

Simon Willison 6 Nov 10, 2021
Vaksina - Vaksina COVID QR Validation Checker With Python

Vaksina COVID QR Validation Checker Vaksina is a general purpose library intende

Michael Casadevall 33 Aug 20, 2022
Software that extracts spreadsheets from various .pdf files to .csv

Extração de planilhas de diversos arquivos .pdf para .csv O código inteiro foi desenvolvido em Python. Foi utilizado o pacote "tabula" e a biblioteca

Marcos Silva 2 Jan 09, 2022
Purge your likes and wall comments from VKontakte. Set yourself free from your digital footprint.

vk_liberator Regain liberty in the cruel social media world. This program assists you with purging your metadata from Russian social network VKontakte

20 Jun 11, 2021
Tools Elit Adalah Sebuah Script Crack Yang Wajib Tap Yes...

Tools Elit Adalah Sebuah Script Crack Yang Wajib Tap Yes...

Risky [ Zero Tow ] 10 Apr 07, 2022
Refer'd Resume Scanner

Refer'd Resume Scanner I wanted to share a free resource we built to assist applicants with resume building. Our resume scanner identifies potential s

Refer'd 74 Mar 07, 2022
HashDB Binary Ninja Plugin

HashDB Plugin (v0.1) Author: Vector 35 Inc Plugin for interacting with the OALABS HashDB service. Description: Plugin that can be used to lookup hashe

Jordan 3 Jul 30, 2022
Tracing and Observability with OpenFaaS

Tracing and Observability with OpenFaaS Today we will walk through how to add OpenTracing or OpenTelemetry with Grafana's Tempo. For this walk-through

Lucas Roesler 8 Nov 17, 2022
A napari plugin to inspect data within a cisTEM project

napari-cistem A plugin to inspect data within a cisTEM project This napari plugin was generated with Cookiecutter using with @napari's cookiecutter-na

Johannes Elferich 1 Nov 07, 2021
CaskDB is a disk-based, embedded, persistent, key-value store based on the Riak's bitcask paper, written in Python.

CaskDB - Disk based Log Structured Hash Table Store CaskDB is a disk-based, embedded, persistent, key-value store based on the Riak's bitcask paper, w

886 Dec 27, 2022
Transform your boring distro into a hacking powerhouse.

Pentizer Transform your boring distro into a hacking powerhouse. Pentizer is a personal project that imports Kali and Parrot repositories in any Debia

Michail Tsimpliarakis 2 Nov 05, 2021
mypy plugin for PynamoDB

pynamodb-mypy A plugin for mypy which gives it deeper understanding of PynamoDB (beyond what's possible through type stubs). Usage Add it to the plugi

1 Oct 21, 2022
Desafio Final do Mod1 do Bootcamp EDC - v2 usando a RAIS

IGTI - Bootcamp Engenheiro de Dados Cloud Módulo 1 - Desafio Final - RAIS 2020 Código do Desafio Final V2 do Bootcamp Engenheiro de Dados Cloud do IGT

Neylson Crepalde 17 Nov 02, 2022
Traductor de webs desde consola usando el servicio de Google Traductor.

proxiGG Traductor de webs desde consola usando el servicio de Google Traductor. Se adjunta el código fuente para Python3 y un binario compilado en C p

@as_informatico 2 Oct 20, 2021
Minos-python - A framework which helps you create reactive microservices in Python

minos-python Summary [TODO] Packages minos-microservice-aggregate minos-microser

Minos Framework 380 Jan 04, 2023
A web-based analysis toolkit for the System Usability Scale providing calculation, plotting, interpretation and contextualization utility

System Usability Scale Analysis Toolkit The System Usability Scale (SUS) Analysis Toolkit is a web-based python application that provides a compilatio

Jonas Blattgerste 3 Oct 27, 2022
Backup dc registry - A simple POC that abuses Backup Operator privileges to remote dump SAM, SYSTEM, and SECURITY

Backup Operator Registry Backup to Domain Compromise A simple POC that abuses Ba

Horizon 3 AI Inc 57 Dec 18, 2022
A free and powerful system for awareness and research of the American judicial system.

CourtListener Started in 2009, CourtListener.com is the main initiative of Free Law Project. The goal of CourtListener.com is to provide high quality

Free Law Project 332 Dec 25, 2022
Amitkumar Mishra 2 Jan 14, 2022
Drop-down terminal for GNOME

Guake 3 README Introduction Guake is a python based dropdown terminal made for the GNOME desktop environment. Guake's style of window is based on an F

Guake 4.1k Dec 25, 2022