trsav
Imperial College London, ML + Optimisation for Chemical Engineering
Imperial College LondonLondon
Pinned Repositories
bayes_opt_with_constraints
A Python implementation of global optimization with gaussian processes.
bfgs
Implementation of BFGS within Python
collabo
A package for human-algorithm collaborative Bayesian optimization.
evolutionary-algorithm
Evolutionary algorithm described and implemented in Python.
legismaker
Multi-agent LLMs to mimic the real-life legislative drafting procedure. For the MoJ / Cabinet Office
mccabe-thiele
McCabe Thiele with Murphree Efficiency implemented within Python
particle-swarm
Implementation of Particle Swarm optimisation in Python.
rbf-functions-for-surrogate-optimisation
An Implementation of Radial Basis Functions for means of approximating a function, with applications within surrogate based optimization
reactor_benchmark
A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.
simplex-visualisation
visualisation and implementation of the simplex algorithm in 3D
trsav's Repositories
trsav/bfgs
Implementation of BFGS within Python
trsav/particle-swarm
Implementation of Particle Swarm optimisation in Python.
trsav/reactor_benchmark
A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.
trsav/simplex-visualisation
visualisation and implementation of the simplex algorithm in 3D
trsav/collabo
A package for human-algorithm collaborative Bayesian optimization.
trsav/bayes_opt_with_constraints
A Python implementation of global optimization with gaussian processes.
trsav/biomass_supply_chain
trsav/hamiltonian-monte-carlo
Implementation and description of the Hamiltonian Monte Carlo algorithm
trsav/humbo
trsav/black_box_miniproject
trsav/legismaker
Multi-agent LLMs to mimic the real-life legislative drafting procedure. For the MoJ / Cabinet Office
trsav/agitation
trsav/bibtex_formatter
Format titles properly and automatically replace journal titles with their ISO4 abbreviations.
trsav/Chem_LLM_Hackathon
Repository for the Imperial 2023 large language model hackathon.
trsav/constraint_dropping
trsav/emukit
Reworking of the multi-fidelity deep GP
trsav/GPJax
Gaussian processes in JAX.
trsav/IntervalAnalysis.jl
trsav/linear-regression
An analysis of shrinkage methods for linear regression (adapted from 'Elements of Statistical Learning')
trsav/neia
Noisy Expected Improvement Approximations
trsav/nonconvex_ro
trsav/opt_benchmark_ontology
trsav/pc-gym
Reinforcement learning environments for process control applications.
trsav/project-initialisation
Script to automate the initialisation of an academic python project.
trsav/romodel
Modeling robust optimization problems in Pyomo
trsav/stirred-tank-cfd-validation
CFD Validation of Stirred Tank Reactor
trsav/sudoku-solving-framework
A framework and visualisation tool for solving sudokus using stochastic optimisation
trsav/TheWorldAvatar
A knowledge-graph-based digital twin of the world.
trsav/trsav
Config files for my GitHub profile.
trsav/trsav.github.io
personal website