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README.md

GenerativeRL Tutorials

English | 简体中文(Simplified Chinese)

Train a generative model

Diffusion model

We provide a simple colab notebook to demonstrate how to build a diffusion model using the GenerativeRL library. You can access the notebook here.

Flow model

We provide a simple colab notebook to demonstrate how to build a flow model using the GenerativeRL library. You can access the notebook here.

Evaluate a generative model

Sample generation

We provide a simple colab notebook to demonstrate how to generate samples from a trained generative model using the GenerativeRL library. You can access the notebook here.

Density estimation

We provide a simple colab notebook to demonstrate how to estimate the density of samples using a trained generative model using the GenerativeRL library. You can access the notebook here.

Tutorials via toy examples

We provide several toy examples to demonstrate the features of the GenerativeRL library. You can access the examples here.

Diverse generative models

Generative model applications

Generative model evaluation

ODE/SDE solvers usages

Special usages in GenerativeRL

Use Hugging Face website to push and pull models

Push a model

We provide an example to push a trained model to the Hugging Face website.

In this example, we push a trained LunarLanderContinuous model to the Hugging Face website, and automatically generate a model card using the template to showcase the model's detailed information.

Pull a model

We provide an example to pull a model from the Hugging Face website, and test the model's performance in the environment.