pyro-ppl/pyro

GAN Inference

Open

#1,164 创建于 2018年5月27日

在 GitHub 查看
 (13 评论) (0 反应) (0 负责人)Python (8,211 star) (981 fork)batch import
enhancementgood first issuehelp wantedquestion

描述

Hi,

thanks for releasing Pyro.

Any plans to have GAN like inference in pyro?

Thanks

贡献者指南

技术栈
python
领域
machine learningai
议题类型
feature
难度面向新贡献者的预计实现难度，1 表示很小改动，5 表示专家级工作。
5
预计时间有经验贡献者完成调查、实现、测试并准备 pull request 的粗略时间范围。
over 1 week
活动状态议题当前的可参与程度：新鲜、活跃、陈旧、阻塞或等待维护者输入。
stale
清晰度议题是否清楚说明期望改动、验收标准和下一步。
needs investigation
前置要求
Generative Adversarial NetworksPyroPyTorchVariational Inference
新手友好度1-100 的估计分数，表示该议题对首次贡献者的友好程度。
10
研究方向
Investigate the feasibility of implementing GAN like inference in Pyro by reviewing the discussion in the issue comments (e.g., #1164) and exploring existing inference engines. The key is to determine if adversarial loss can be integrated into the variational inference framework. Examine the inference/ directory and trace handling code in Pyro to assess technical requirements.
GAN Inference · pyro-ppl/pyro#1164 | Good First Issue