图 书 馆
MDP - 用于数据处理的模块化工具包MDP – Modular toolkit for Data Processing |
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| 课程网址: | http://videolectures.net/mloss08_zito_mdp/ |
| 主讲教师: | Tiziano Zito |
| 开课单位: | 柏林洪堡大学 |
| 开课时间: | 2008-12-20 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Modular toolkit for Data Processing (MDP) is a Python data processing framework. From the user’s per- spective, MDP is a collection of supervised and unsupervised learning algorithms and other data processing units that can be combined into data processing sequences and more complex feed-forward network archi- tectures. From the scientific developer’s perspective, MDP is a modular framework, which can easily be expanded. The implementation of new algorithms is easy and intuitive. The new implemented units are then automatically integrated with the rest of the library. The base of available algorithms is steadily in- creasing and includes, to name but the most common, Principal Component Analysis (PCA and NIPALS), several Independent Component Analysis algorithms (CuBICA, FastICA, TDSEP, and JADE), Slow Feature Analysis, Gaussian Classifiers, Restricted Boltzmann Machine, and Locally Linear Embedding. |
| 关 键 词: | 数据处理; 模块化工具; 数据处理序列 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-07-02：cwx |
| 阅读次数: | 115 |