trsav

bfgs

Implementation of BFGS within Python

particle-swarm

Implementation of Particle Swarm optimisation in Python.

reactor_benchmark

A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.

collabo

A package for human-algorithm collaborative Bayesian optimization.

simplex-visualisation

visualisation and implementation of the simplex algorithm in 3D

trsav.github.io

personal website

bayes_opt_with_constraints

A Python implementation of global optimization with gaussian processes.

biomass_supply_chain

bookshelf

a CLI bookshelf organiser

hamiltonian-monte-carlo

Implementation and description of the Hamiltonian Monte Carlo algorithm

humbo

black_box_miniproject

legismaker

Multi-agent LLMs to mimic the real-life legislative drafting procedure. For the MoJ / Cabinet Office

agitation

bibtex_formatter

Format titles properly and automatically replace journal titles with their ISO4 abbreviations.

Chem_LLM_Hackathon

Repository for the Imperial 2023 large language model hackathon.

constraint_dropping

emukit

Reworking of the multi-fidelity deep GP

GPJax

Gaussian processes in JAX.

IntervalAnalysis.jl

neia

Noisy Expected Improvement Approximations

nonconvex_ro

opt_benchmark_ontology

pc-gym

Reinforcement learning environments for process control applications.

project-initialisation

Script to automate the initialisation of an academic python project.

romodel

Modeling robust optimization problems in Pyomo

stirred-tank-cfd-validation

CFD Validation of Stirred Tank Reactor

sudoku-solving-framework

A framework and visualisation tool for solving sudokus using stochastic optimisation

TheWorldAvatar

A knowledge-graph-based digital twin of the world.

trsav

Config files for my GitHub profile.