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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Posts
PyTorch 的 Dataloader (Multiple Process)
Published:
上一篇讲 Dataloader 的文章中分析了单进程的 Dataloader 工作的情况，本文分析多进程情况下 Dataloader 的工作流程。
NLG (Caption) 评价指标总结
Published:
PyTorch 中处理序列的输入输出时，由于一个 batch 中的序列长度不一样，需要对输入输出进行“打包”(pack)和“解包”(unpack)的操作，主要用到
pack_padded_sequence和pad_packed_sequence这两个函数。
PyTorch 的 Dataloader (Single Process)
Published:
Dataloader 是 PyTorch 提供的根据需求载入数据的接口，但许多地方看文档会觉得不清不楚，阅读 PyTorch 源码，有助于我们了解框架背后具体做了什么，更灵活地写符合需求的代码。
PyTorch 中的 RNN: pack 与解 pack
Published:
PyTorch 中处理序列的输入输出时，由于一个 batch 中的序列长度不一样，需要对输入输出进行“打包”(pack)和“解包”(unpack)的操作，主要用到
pack_padded_sequence和pad_packed_sequence这两个函数。
保研经历回顾
Published:
保研经历的回顾总结
ShadowSocks Guidance
Published:
ShadowSocks 使用总结
Maximum Subarray Series
Published:
Maximum Subarray 是非常经典的算法题，最开始学数据结构的时候就讲了从 \(O(N^3)\) 到 \(O(N^2)\) 再到 \(O(N)\) 的优化过程，在此基础上还有其它变种题目。实际上，这一系列题都可以用动态规划来解决。
EM Algorithm
Published:
老实说，EM算法这玩意曾经一直是我心里一个坑，学了至少三遍 (周志华西瓜书第一遍，李航《统计学习方法》第二遍，过了一年又回顾了一遍) 才有了比较清楚的思路。跟着各种教程一行行看很容易陷入推导长长的公式的泥沼，到头来知道中间有用Jensen不等式放缩，知道要优化一个下界函数，但具体谈起细节来又不是那么清楚。这里我试图把我学习三次之后的理解分享一下，提供我自己理解EM算法的视角。
Dices Sum
Published:
有意思的动态规划题
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Download Paper | Download Slides
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
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Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Download Paper | Download Slides
Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.