> For the complete documentation index, see [llms.txt](https://deeplearning4j.konduit.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://deeplearning4j.konduit.ai/zhong-wen-v1.0.0/tiao-you-yu-xun-lian.md).

# 调优与训练

- [故障排查](https://deeplearning4j.konduit.ai/zhong-wen-v1.0.0/tiao-you-yu-xun-lian/gu-zhang-pai-cha.md): 了解常见错误如NaNs和调整超参数。
- [可视化](https://deeplearning4j.konduit.ai/zhong-wen-v1.0.0/tiao-you-yu-xun-lian/ke-shi-hua.md): 如何可视化、监控和调试神经网络学习。
- [评估](https://deeplearning4j.konduit.ai/zhong-wen-v1.0.0/tiao-you-yu-xun-lian/ping-gu.md): 评估神经网络性能的工具和类
- [迁移学习](https://deeplearning4j.konduit.ai/zhong-wen-v1.0.0/tiao-you-yu-xun-lian/qian-yi-xue-xi.md)
- [早停](https://deeplearning4j.konduit.ai/zhong-wen-v1.0.0/tiao-you-yu-xun-lian/zao-ting.md): 在特定条件下终止训练。
- [T-SNE数据可视化](https://deeplearning4j.konduit.ai/zhong-wen-v1.0.0/tiao-you-yu-xun-lian/tsne-shu-ju-ke-shi-hua.md): 高维数据的t-SNE可视化。


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://deeplearning4j.konduit.ai/zhong-wen-v1.0.0/tiao-you-yu-xun-lian.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.