Paket: python3-mlpy (3.5.0+ds-1.2)
Links für python3-mlpy
Debian-Ressourcen:
Quellcode-Paket mlpy herunterladen:
Betreuer:
- Debian Science Maintainers (QS-Seite, E-Mail-Archiv)
- Yaroslav Halchenko (QS-Seite)
- Michael Hanke (QS-Seite)
Externe Ressourcen:
- Homepage [mlpy.fbk.eu]
Ähnliche Pakete:
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.
Andere Pakete mit Bezug zu python3-mlpy
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- dep: python3
- Interaktive objektorientierte Hochsprache (Python3-Standardversion)
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- dep: python3-mlpy-lib (>= 3.5.0+ds-1.2)
- low-level implementations and bindings for mlpy
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- dep: python3-numpy
- Schnelle Array-Einrichtung für die Sprache Python 3
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- dep: python3-scipy
- Wissenschaftliche Werkzeuge für Python 3
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- sug: python3-mvpa
- Paket nicht verfügbar
python3-mlpy herunterladen
| Architektur | Paketgröße | Größe (installiert) | Dateien |
|---|---|---|---|
| all | 32,9 kB | 195,0 kB | [Liste der Dateien] |