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annealed_flow_transport

aspen-rl

Reinforcement learning for chemical engineering process design with Aspen Simulator.

autoencoders-deep-dive

clumping-netlogo

development_economics_mru_webscraping

Marginal Revolution Development Economics Course: Links

distillationtrain-gym

Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)

ecnf-baseline-neurips-2023

Equivariant continuous normalizing flow trained via flow matching

en_flows

fab-2021

fab-jax

Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.

fab-jax-old

fab-torch

Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.

jumanji

🕹️ A diverse suite of scalable reinforcement learning environments in JAX

laurence-midgley

mace-jax

Equivariant machine learning interatomic potentials in JAX.

metaheuristic_optimisation

normalizing-flows

PyTorch implementation of normalizing flow models

riemannian-score-sde

Score-based generative models for compact manifolds

rl-process-design

Deep reinforcement learning for design of chemical engineering processes

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

se3-augmented-coupling-flows

SE(3) Equivariant Augmented Coupling Flows. NeurIPS 2023.

soft-actor-critic

Implementing SAC