Repo explorer · OptiMaL-PSE-Lab · UK Public Sector GitHub Observatory

All 34 public repositories. Commits, authors and file counts come from the mirrored git history; type and team come from the GOV.UK Developer Documentation where it covers the repository. Type to filter; click a column heading to sort.

Repository	Language	Git size	Commits	Authors	Files	Status
CIRL Integrating PID Controllers into the deep reinforcement learning framework.	Python	1.0 GB	20	2	58	active
Imperial-ML4CE-Course Imperial Chemical Engineering Machine Learning Course	Jupyter Notebook	579.0 MB	67	9	473	active
DDMPC-Coursework DDMPC Coursework for the ML4CE Course at ICL	Python	577.9 MB	18	2	414	active
pulsed-reactor-optimisation This repository contains code to optimise the geometric parameters and operating conditions of a	C++	288.2 MB	469	8	2,139	active
DDO-4-ChemEng Code running in parallel with book chapter "Data-driven optimization for chemical processes: mac	Jupyter Notebook	184.9 MB	108	6	252	active
EvalRetro A repository for evaluating single-step retrosynthesis algorithms	Python	152.5 MB	218	5	101	active
optimalpse.github.io	HTML	127.8 MB	842	16	531	active CI
MolPrice Fast synthetic accessibility evaluation for fine chemicals, based on molecular price	Python	90.3 MB	107	4	28	active
cdt_alicante_workshop cdt_alicante_workshop	Jupyter Notebook	63.3 MB	4	3	29	active
MultiAgentRL_InventoryControl	Python	58.9 MB	32	4	62	active
DeepDock Code related to : O. Mendez-Lucio, M. Ahmad, E.A. del Rio-Chanona, J.K. Wegner, A Geometric Dee	Jupyter Notebook	36.9 MB	30	4	88	active docker
Physics_Informed_Symbolic_Regression Complete code and data for reproducibility of results presented in paper.	Julia	24.8 MB	60	3	1,046	active
auto_react_mech_construct	Python	21.8 MB	90	3	86	active
Machine-Learning-for-Chemical-Engineering	Jupyter Notebook	13.5 MB	40	1	10	active
Expensive-Black-Box-Optim-ChemEng	Python	13.3 MB	125	9	631	active
CarAT CarAT - Carbon Atom Tracing Framework for Industrial Chemical Value Chains.	HTML	6.3 MB	67	2	30	active CI
Data-driven-coordination	Python	4.5 MB	20	2	204	active
MORetro Multi-Objective Computer-Aided Synthesis Planner	Python	4.5 MB	93	4	109	active CI docker
imperial_latex_templates Official LaTeX templates employing the Imperial College London brand.	TeX	3.0 MB	18	2	34	active CI
Gaussian-Process-from-scratch An educational implementation Gaussian processes.	Jupyter Notebook	2.1 MB	12	1	2	active
humbo	Python	1.9 MB	132	3	33	active
rmpa	Python	1.6 MB	38	3	20	active
cuatro	Python	1.4 MB	39	3	38	active
auto_discov_kin_rate_models Complete code and data for reproducibility of results presented in paper.	Julia	1.3 MB	30	3	730	active
DD-Hierarchical Exploring data-driven techniques for the hierarchical integration of planning, scheduling, and c	Python	1.2 MB	22	2	175	active
control_neuralode On the use of NeuralODEs as optimal control policies: I.O. Sandoval, P. Petsagkourakis, E. A. de	Julia	944.1 kB	177	2	34	active
coding_workshop This repository contains problem sets and updates to do with the OptiMaL PSE Coding Workshop.	Python	855.0 kB	31	8	28	active
ml_coursework	C++	824.3 kB	78	3	32	active docker
Bayesian-optimization-with-GPs An educational implementation of Bayesian optimization using Gaussian processes.	Jupyter Notebook	741.4 kB	3	1	2	active
Sketch2Simulation Sketch2Simulation: Automating Flowsheet Generation via Multi Agent Large Language Models	Python	603.1 kB	15	1	33	active CI
Data-driven-distributionally-robust-MPC	Python	418.8 kB	17	1	17	active
ML-course Supporting material for the ICL ChemEng department Machine Learning course	-	224.3 kB	5	2	8	active
REINFORCE-PSE Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020	Python	156.7 kB	158	3	18	active
LP_Pyomo A short educational implementation of Linear Programming in Pyomo.	Jupyter Notebook	29.7 kB	20	4	4	active