lollcat
Generative models for accelerated molecular dynamics.
University of CambridgeSan Francisco / Cape Town / Cambridge
Pinned Repositories
Aspen-RL
Reinforcement learning for chemical engineering process design with Aspen Simulator.
DistillationTrain-Gym
Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)
FAB-2021
fab-jax
Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.
fab-torch
Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.
Metaheuristic_optimisation
riemannian-score-sde
Score-based generative models for compact manifolds
RL-Process-Design
Deep reinforcement learning for design of chemical engineering processes
se3-augmented-coupling-flows
SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.
Soft-Actor-Critic
Implementing SAC
lollcat's Repositories
lollcat/fab-torch
Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.
lollcat/DistillationTrain-Gym
Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)
lollcat/RL-Process-Design
Deep reinforcement learning for design of chemical engineering processes
lollcat/se3-augmented-coupling-flows
SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.
lollcat/Aspen-RL
Reinforcement learning for chemical engineering process design with Aspen Simulator.
lollcat/fab-jax
Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.
lollcat/FAB-2021
lollcat/Soft-Actor-Critic
Implementing SAC
lollcat/Metaheuristic_optimisation
lollcat/riemannian-score-sde
Score-based generative models for compact manifolds
lollcat/annealed_flow_transport
lollcat/Autoencoders-deep-dive
lollcat/Development_economics_MRU_webscraping
Marginal Revolution Development Economics Course: Links
lollcat/clumping-netlogo
lollcat/ecnf-baseline-neurips-2023
Equivariant continuous normalizing flow trained via flow matching
lollcat/en_flows
lollcat/fab-jax-old
lollcat/jumanji
🕹️ A diverse suite of scalable reinforcement learning environments in JAX
lollcat/laurence-midgley
lollcat/mace-jax
Equivariant machine learning interatomic potentials in JAX.
lollcat/normalizing-flows
PyTorch implementation of normalizing flow models
lollcat/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)