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- 在分析数据集时,常常会碰到一些缺失值,如果缺失值的数量相对总体来说非常小,那么直接删除缺失值就是一种可行的方法。但某些情况下,直接删除缺失值可能会损失一些有用信息,此时就需要寻找方法来补全缺失值。 安装包 12conda create -n mice conda-forge::r-tidyverse conda-forge::r-irkernel conda-forge::r-mice conda
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- 2022-09-10
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- <img src="https://api.limour.top/randomImg?d=2022-07-30 19:13:36" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload alt="【迁移】使用limma包进行差异基因分析">
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- <a href="/shi-yong-limma-bao-jin-hang-cha-yi-ji-yin-fen-xi" target="_self">
- 【迁移】使用limma包进行差异基因分析
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- <a class="index-excerpt " href="/shi-yong-limma-bao-jin-hang-cha-yi-ji-yin-fen-xi" target="_self">
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- 虽然现在已经是高通量测序的时代,大家基本都是从counts矩阵出发,使用DESeq2进行差异表达分析,但是GEO和ArrayExpress上的仍有海量且持续更新的芯片数据,有时候也不可避免遇到一些FPKM格式乃至已经进行了z-score转换的数据,对于这些数据的分析,我们可以认为其在适当变换下(log2FPKM),满足正态分布,那么仍可以使用limma直接进行分析。下面博主以E-MEXP-1422
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- 2022-07-30
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- <a href="/oligo-GEO-ArrayExpress-xin-pian-shu-ju-chu-li" target="_self">
- 【迁移】oligo:GEO/ArrayExpress芯片数据处理
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- </h2>
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- <a class="index-excerpt " href="/oligo-GEO-ArrayExpress-xin-pian-shu-ju-chu-li" target="_self">
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- 安装依赖 12345678910111213141516conda clean -y -allconda create -n geo -c conda-forge r-base=4.1.3conda activate geoconda install -c conda-forge r-tidyverse=1.3.1 -yconda install -c conda-forge r-irkernel
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- 2022-07-29
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- <a href="/tags/arrayexpress/">#ArrayExpress</a>
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- <img src="https://api.limour.top/randomImg?d=2024-01-16 05:25:22" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload alt="【迁移】菜鸟博主对神经网络的简单理解">
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- <a href="/simple-understanding-of-neural-networks" target="_self">
- 【迁移】菜鸟博主对神经网络的简单理解
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- <a class="index-excerpt " href="/simple-understanding-of-neural-networks" target="_self">
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- 博主最近在看临床预测模型,里面涉及到一些神经网络的相关知识,这里记录一下博主的简单理解。 基本概念 X:一个nx维的输入张量,可以是nx=0的标量,nx=1的向量,nx=2的矩阵,或更高维的张量 Y:一个ny维的输出张量,可以是nx=0的标量,nx=1的向量,nx=2的矩阵,或更高维的张量 f:一个特定结构的神经网络,如简单的BP神经网络、复杂的深度神经网络DNN等,用于将X映射到Y W:一个n
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- <time datetime="2022-07-28 13:25" pubdate>
- 2022-07-28
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- <a href="/tags/llama/">#llama</a>
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- <img src="https://api.limour.top/randomImg?d=2022-07-27 20:10:38" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload alt="【迁移】Counts矩阵的标准化方法:TMM和VST、RLOG">
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- <a href="/Counts-ju-zhen-de-biao-zhun-hua-fang-fa--TMM-he-VST-RLOG" target="_self">
- 【迁移】Counts矩阵的标准化方法:TMM和VST、RLOG
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- <a class="index-excerpt " href="/Counts-ju-zhen-de-biao-zhun-hua-fang-fa--TMM-he-VST-RLOG" target="_self">
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- TMM:The Trimmed Mean of M value by edgeR VST:The variance stabilizing transformation by DESeq2 RLOG:The regularized-logarithm transformation by DESeq2 Counts矩阵来源于STAR匹配得到的结果:df <- read.csv('GSE12
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- 2022-07-27
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- <a href="/tags/tmm/">#TMM</a>
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- <a href="/tags/vst/">#VST</a>
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- <a href="/tags/rlog/">#RLOG</a>
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- </div>
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- </article>
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- <div class="row mx-auto index-card">
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- <a href="/cong-cha-yi-ji-yin-dao-RRA-ju-he" target="_self">
- <img src="https://api.limour.top/randomImg?d=2022-07-22 18:46:32" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload alt="【迁移】从差异基因到RRA聚合">
- </a>
- </div>
-
- <article class="col-12 col-md-8 mx-auto index-info">
- <h2 class="index-header">
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- <a href="/cong-cha-yi-ji-yin-dao-RRA-ju-he" target="_self">
- 【迁移】从差异基因到RRA聚合
- </a>
- </h2>
-
- <a class="index-excerpt " href="/cong-cha-yi-ji-yin-dao-RRA-ju-he" target="_self">
- <div>
- 通过比对,我们得到了counts矩阵,接下来可以进行DEGs分析。此时如果我们有多组之间的对比,则可以使用RRA算法来聚合我们的结果。 RRA的安装 1234567891011121314151617181920conda create -n tcga -c conda-forge r-base=4.1.2 -yconda activate tcgaconda install -c conda-f
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- <i class="iconfont icon-date"></i>
- <time datetime="2022-07-22 18:46" pubdate>
- 2022-07-22
- </time>
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- <i class="iconfont icon-tags"></i>
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- <a href="/tags/degs/">#DEGs</a>
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- <a href="/tags/rra/">#RRA</a>
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- </div>
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- </div>
- </article>
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- <a href="/Forest-plot-displays-the-results-of-regression-analysis" target="_self">
- <img src="https://api.limour.top/randomImg?d=2022-07-15 20:42:25" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload alt="【迁移】森林图展示回归分析的结果">
- </a>
- </div>
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- <article class="col-12 col-md-8 mx-auto index-info">
- <h2 class="index-header">
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- <a href="/Forest-plot-displays-the-results-of-regression-analysis" target="_self">
- 【迁移】森林图展示回归分析的结果
- </a>
- </h2>
-
- <a class="index-excerpt " href="/Forest-plot-displays-the-results-of-regression-analysis" target="_self">
- <div>
- 配置环境 基础编程环境 GitHub 下载加速 可能需要用到的加速服务 1234conda create -n forestplot -c conda-forge r-forestplot -yconda activate forestplotconda install -c conda-forge r-tidyverse r-irkernel -yRscript -e "IRker
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- <i class="iconfont icon-date"></i>
- <time datetime="2022-07-15 20:42" pubdate>
- 2022-07-15
- </time>
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- <a href="/tags/forestplot/">#forestplot</a>
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- <a href="/tags/regression/">#regression</a>
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- <a href="/Rclone-aria2-zuo-Onedrive-li-xian-xia-zai-ji" target="_self">
- <img src="https://api.limour.top/randomImg?d=2022-07-13 17:12:52" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload alt="【迁移】树莓派:Rclone+aria2做Onedrive离线下载机">
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- <article class="col-12 col-md-8 mx-auto index-info">
- <h2 class="index-header">
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- <a href="/Rclone-aria2-zuo-Onedrive-li-xian-xia-zai-ji" target="_self">
- 【迁移】树莓派:Rclone+aria2做Onedrive离线下载机
- </a>
- </h2>
-
- <a class="index-excerpt " href="/Rclone-aria2-zuo-Onedrive-li-xian-xia-zai-ji" target="_self">
- <div>
- Rclone使用自建应用挂上了Ondrive,接下来就该配置aria2+自动上传脚本了。 安装aira2 12345678910111213141516171819202122232425262728293031323334version: "3.8"services: Aria2-Pro: container_name: aria2-pro image: p3t
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- <i class="iconfont icon-date"></i>
- <time datetime="2022-07-13 17:12" pubdate>
- 2022-07-13
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- <a href="/tags/raspberrypi/">#raspberrypi</a>
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- <a href="/tags/rclone/">#rclone</a>
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- <a href="/tags/aria2/">#aria2</a>
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- <img src="https://api.limour.top/randomImg?d=2022-07-05 17:28:03" srcset="https://jscdn.limour.top/gh/Limour-dev/Sakurairo_Vision/load_svg/inload.svg" lazyload alt="【迁移】时空图:以天狼星单程旅行为例">
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- <article class="col-12 col-md-8 mx-auto index-info">
- <h2 class="index-header">
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- <a href="/-qian-yi--shi-kong-tu--yi-tian-lang-xing-dan-cheng-l-xing-wei-li" target="_self">
- 【迁移】时空图:以天狼星单程旅行为例
- </a>
- </h2>
-
- <a class="index-excerpt " href="/-qian-yi--shi-kong-tu--yi-tian-lang-xing-dan-cheng-l-xing-wei-li" target="_self">
- <div>
- 最近看《从一到无穷大》,对里面的闵氏时空图很感兴趣,恰好里面有去天狼星的例子,因此想用时空图画画看。为简化问题,这里取天狼星到地球的距离为9光年,实际约为8.6光年。同时为了便于画图,纵轴时间轴以年×光速为单位,横轴空间轴以光年为单位。使用 geogebra 进行绘图。 出发前的时空图 如图1所示,线段g(CAD)表示飞船,A点为质心。直线f表示天狼星B的世界线。射线h(AE)表示A的光锥。射线
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- 2022-07-05
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- <a href="/tags/%E6%97%B6%E7%A9%BA%E5%9B%BE/">#时空图</a>
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