软件包: python3-mlpy (3.5.0+ds-1.3build2)
python3-mlpy 的相关链接
Trisquel 的资源:
下载源码包 mlpy:
维护者:
Original Maintainers:
- Debian Science Maintainers (Mail Archive)
- Yaroslav Halchenko
- Michael Hanke
外部的资源:
- 主页 [mlpy.fbk.eu]
相似软件包:
high-performance Python package for predictive modeling
mlpy provides high level procedures that support, with few lines of code, the design of rich Data Analysis Protocols (DAPs) for preprocessing, clustering, predictive classification and feature selection. Methods are available for feature weighting and ranking, data resampling, error evaluation and experiment landscaping.
mlpy includes: SVM (Support Vector Machine), KNN (K Nearest Neighbor), FDA, SRDA, PDA, DLDA (Fisher, Spectral Regression, Penalized, Diagonal Linear Discriminant Analysis) for classification and feature weighting, I-RELIEF, DWT and FSSun for feature weighting, RFE (Recursive Feature Elimination) and RFS (Recursive Forward Selection) for feature ranking, DWT, UWT, CWT (Discrete, Undecimated, Continuous Wavelet Transform), KNN imputing, DTW (Dynamic Time Warping), Hierarchical Clustering, k-medoids, Resampling Methods, Metric Functions, Canberra indicators.
其他与 python3-mlpy 有关的软件包
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- dep: python3
- interactive high-level object-oriented language (default python3 version)
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- dep: python3-mlpy-lib (>= 3.5.0+ds-1.3build2)
- low-level implementations and bindings for mlpy
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- dep: python3-numpy
- Fast array facility to the Python 3 language
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- dep: python3-scipy
- scientific tools for Python 3
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- sug: python3-mvpa
- 软件包暂时不可用