图 书 馆
高斯过程与基因调控Gaussian Processes and Gene Regulation |
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| 课程网址: | http://videolectures.net/prib2010_lawrence_gpg/ |
| 主讲教师: | Neil D. Lawrence |
| 开课单位: | 谢菲尔德大学 |
| 开课时间: | 2010-10-14 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Computational biology models are often missing information, such as the concentration of biochemical species of interest. One approach to dealing with this missing information is to place a probabilistic prior over the missing data. One possible choice for such a prior is a Gaussian process. In this tutorial we will give an introduction to Gaussian processes. We will give simple examples of Gaussian processes in regression and interpolation. We will then show how Gaussian processes can be incorporated with differential equation models to give probabilistic models for transcription. Such models can then be used to rank potential targets of given transcription factors. |
| 关 键 词: | 化学物质; 概率先验; 高斯过程 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-01-13：chenxin |
| 阅读次数: | 53 |