火炬手式火把变分自动编码器库
torchbearer-variational的Python项目详细描述
[在制品]火炬手。变分
带火炬手的pytorch的可变自动编码器库
内容
About
Torchbearer.variational is a companion package to torchbearer旨在 重新实施与可变自动编码器（VAE）世界相关的最新模型和实践。目标 提供从有用的抽象到完成论文的重新实现的所有内容。这是为了支持 关于vaes的研究和教学。
Installation
TBC
Goals
Currently, variational only includes abstractions for simple VAEs and some accompaniments, the next steps are as follows:
- Construct some separate part of the docs for the variational content
- Implement a series of standard models with associated notes pages and example usages
- Implement other divergences not in PyTorch such as MMD, Jensen-Shannon, etc.
- Implement and document tools for sampling the latent spaces of models and producing figures
- Implement other dataloaders not in torchvision and add associated docs
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