Shaowu Pan's starred repositories
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
alpaca-lora
Instruct-tune LLaMA on consumer hardware
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
neuraloperator
Learning in infinite dimension with neural operators.
cvxpylayers
Differentiable convex optimization layers
latex-resources
Collection of LaTeX resources and examples.
Awesome-Scientific-Language-Models
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
pytorch_memonger
Experimental ground for optimizing memory of pytorch models
ml-cfd-lecture
Lecture material for machine learning applied to computational fluid mechanics
nsf-proposal-latex-samples
LaTeX samples for NSF Research.gov Proposal Submission. For more information about Research.gov Proposal Submission visit https://www.research.gov/research-web/content/aboutpsm Feedback syee@nsf.gov
awesome-machine-learning-fluid-mechanics
Curated list for ML in FM
DRLinFluids
An open-source Python platform of coupling deep reinforcement learning and OpenFOAM
HarmonicBalance.jl
A Julia package for solving nonlinear differential equations using the harmonic balance method.
deep_flow_control
Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018
gymprecice
A framework to design and develop reinforcement learning environments for single- and multi-physics active flow control.
Modal-Decomposition-ROM
Tutorial for POD, DMD and Galerkin Projection
fluidic_pinball
Active flow control for Fluidic Pinball by Deep Reinforcement Learning