JonnoB

Mixture of Data Science projects, covering geospatial, networks, and NLP

@UCLLondon

Pinned Repositories

BigHeat
A series of functions that allow the visualisation of large heatmaps
Language:R3 3 03
clocrc
Context Leveraging OCR Correction using Language Models
Language:Python5 1 00
EmptyHomesCode
This is the code used in the analysis of empty and low use homes.
Language:R3 2 00
enhance_ocod
Create the enhanced OCOD dataset for analysis of property in England and Wales owned by offshore companies
Language:Jupyter Notebook11 2 00
inspecting_the_laundromat
The analysis code used in the paper "Inspecting the laundromat: Mapping and characterising offshore owned domestic property in London"
Language:R5 1 00
lsoa_foi_template_maker
Creates a form that can be used to anonymise address data at source allowing fine grained FOI requests which do not breach the data protection act
Language:R2 1 00
PowerGridNetworking
An R package for complex network analysis of cascading failures on power grids
Language:R2 3 00
rSETSe
This package is used to calculate the Strain Elevation Tension Spring embedding (SETSe) for networks in R
Language:R7 3 00
scrambledtext
A python library for creating synthetic corrupted OCR text using a markov process
Language:Python3 1 00
training_lms_with_synthetic_data
A repo for training Language models to correct errors in OCR text
Language:Python21

JonnoB's Repositories

JonnoB/enhance_ocod
Create the enhanced OCOD dataset for analysis of property in England and Wales owned by offshore companies
Language:Jupyter Notebook11 2 00
JonnoB/rSETSe
This package is used to calculate the Strain Elevation Tension Spring embedding (SETSe) for networks in R
Language:R7 3 00
JonnoB/clocrc
Context Leveraging OCR Correction using Language Models
Language:Python5 1 00
JonnoB/inspecting_the_laundromat
The analysis code used in the paper "Inspecting the laundromat: Mapping and characterising offshore owned domestic property in London"
Language:R5 1 00
JonnoB/EmptyHomesCode
This is the code used in the analysis of empty and low use homes.
Language:R3 2 00
JonnoB/scrambledtext
A python library for creating synthetic corrupted OCR text using a markov process
Language:Python3 1 00
JonnoB/lsoa_foi_template_maker
Creates a form that can be used to anonymise address data at source allowing fine grained FOI requests which do not breach the data protection act
Language:R2 1 00
JonnoB/PowerGridNetworking
An R package for complex network analysis of cascading failures on power grids
Language:R2 3 00
JonnoB/training_lms_with_synthetic_data
A repo for training Language models to correct errors in OCR text
Language:Python21
JonnoB/pyrosim
A Python library for simulating fire incidents and the response of firefighting resources. It features a grid-based fire spread model, resource dispatch simulation, and performance metrics calculation. Ideal for studying fire dynamics, resource management, and emergency response strategies.
Language:Jupyter Notebook1 1 00
JonnoB/animal_recognition
Object detection on camera trap images with species recognition
Language:Jupyter Notebook
JonnoB/archivestal
Mistral a16z hackathon
Language:Python
JonnoB/BibCleaner
Removes all unused references from .bib file
2 0
JonnoB/blue_green_towns
Project blending quantiative and qualiative research on empty and low use property in coastal and rural regions of the UK
Language:HTML1 01
JonnoB/docling
Get your documents ready for gen AI
JonnoB/ereading_the_unreadable
A repo devloping the pipeline to correct a large corpus of OCR data
Language:Python
JonnoB/introduction_to_sets
This is the code used in the paper introducing the SETS embedding aka SETSe algorithm
2 0
JonnoB/JonnoB.github.io
Test page to try and get the HTML widgets to display
Language:HTML2 0
JonnoB/Pre-Project-PhD-Scripts
This repo acts as a nursury for scripts until they become a full project or join another project
Language:R2 0
JonnoB/Proportional-Line-Limits
Latex and plots for Paper on proportional loading
Language:TeX2 0
JonnoB/ProportionalLoading
This is the code used for the proportional loading chapter and paper of my PhD
Language:R3 0
JonnoB/redigitalize
Exploring the redigitalisation of of archived print
Language:Jupyter Notebook1 0
JonnoB/scrambledtext_analysis
Can synthetic corrupted data be used to train LLM's to correct OCR text?
Language:Python
JonnoB/setse_and_network_robustness
Code for the 'Spring Embedding' paper
Language:R2 0
JonnoB/SETSe_assortativity_and_clusters
First blah blah
Language:R2 0
JonnoB/SETSe_conflict
Exploring how SETSe can be used to understand conflict in social networks
Language:R3 0
JonnoB/setse_isomorphism
Exploring graph iso and auto morphism
2 0
JonnoB/Setse_optimisation
A test bed for improving Setse
Language:R2 0
JonnoB/Useful_PhD__R_Functions
This is a repo for function that are useful but not specifically for powergrid analysis and so do not go in the PowerGridNetworking package.
Language:R
JonnoB/wealthnets
Code used to analyse UHNW individuals across a selection of cities
Language:Jupyter Notebook1 0