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
Choice Coin 633 Dec 23, 2022
Library for Memory Trace Statistics in Python

Memory Search Library for Memory Trace Statistics in Python The library uses tracemalloc as a core module, which is why it is only available for Pytho

Memory Search 1 Dec 20, 2021
Automated Birthday Wisher built using Python

Automated Birthday Wisher This Automation of wishing Birthday is achieved using Python. Never forget to wish birthday! Table of contents Overview Scre

yashviradia 1 Nov 29, 2021
A novel dual model approach for categorization of unbalanced skin lesion image classes (Presented technical paper 📃)

A novel dual model approach for categorization of unbalanced skin lesion image classes (Presented technical paper 📃)

1 Jan 19, 2022
Boot.img patcher for Tolino ebook readers to enable ADB and root.

I'm not responsible for any damage to your devices by running this tool. Please note that you may loose warranty when using this, although (This is no

Aaron Dewes 9 Nov 13, 2022
Academic planner application designed for students and counselors.

Academic planner application designed for students and counselors.

Ali bagheri 2 Dec 31, 2021
A casual IDOR exploiter that provides .csv files of url and status code.

IDOR-for-the-casual Do you like to IDOR? Are you a Windows hax0r? Well have I got a tool for you... A casual IDOR exploiter that provides .csv files o

Ben Wildee 2 Jan 20, 2022
Windows Task Manager with special features, written in Python.

Killer That damn Chrome ⬇ Download here · 👋 Join our discord Tired of trying to kill processes with the default Windows Task Manager? Selecting one b

Nathan Araújo 49 Jan 03, 2023
🐍 A Python lib for (de)serializing Python objects to/from JSON

Turn Python objects into dicts or (json)strings and back No changes required to your objects Easily customizable and extendable Works with dataclasses

Ramon Hagenaars 253 Dec 14, 2022
kurwa deska ADB

kurwa-deska-ADB kurwa-deska Запуск Linux -- python3 kurwa_deska.py Termux -- python3 kurwa_deska.py Встановлення cd kurwa_deska ADB і зразу запуск pyt

1 Jan 21, 2022
PythonKafkaCompose is an upgrade of the amazing work done in liveMaps

PythonKafkaCompose is an upgrade of the amazing work done in liveMaps It is a simple project composed by: an instance of Kafka a Py

5 Jun 19, 2022
Some Python scripts that fx(hash) users might find useful.

fx_hash_utils Some Python scripts that fx(hash) users might find useful. get_images This script downloads all the static images of the tokens generate

30 Oct 05, 2022
Analysis of ROM image for Norsk Data VDU 301 S

This repository is meant to analyze the ROM images from Norsk Data VDU 301 S as provided at by Torfinn. To combine the two ROM image halves and extrac

Sebastian Rasmussen 1 Oct 21, 2021
Agora-token-helper - Some help tools for AgoraToken

Agora Token Helper Support AgoraToken version 001 - 006. But for security reason

All you need to understand CRUD and MVP in DRF

Book-Store-API This an API which has been put in place just to make you order for books, upload books with price, image and all, pay and automtically

Oladipo Adesiyan 6 Jul 03, 2022
The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways

Break The Ice With Python A journey of 100+ simple yet interesting problems which are explained, solved, discussed in different pythonic ways Introduc

Abdullah Al Masud Tushar 2.2k Jan 04, 2023
Load dependent libraries dynamically.

dypend dypend Load dependent libraries dynamically. A few days ago, I encountered many users feedback in an open source project. The Problem is they c

Louis 5 Mar 02, 2022
A general illumination correction method for optical microscopy.

CIDRE About CIDRE is a retrospective illumination correction method for optical microscopy. It is designed to correct collections of images by buildin

Kevin Smith 31 Sep 07, 2022
All exercises done during the Python 3 course in the Video Course (World 1, 2 and 3)

Python3-cursoemvideo-exercises - All exercises done during the Python 3 course in the Video Course (World 1, 2 and 3)

Renan Barbosa 3 Jan 17, 2022
This program tries to book a tennis court slot in either Southwark Park or Tanner Street Park in Southwark, London.

Book tennis courts in London This program tries to book a tennis court slot in either Southwark Park or Tanner Street Park in Southwark, London. Note:

Daniele 1 Jul 25, 2022