ggfortify - Data Visualization Tools for Statistical Analysis Results
Unified plotting tools for statistics commonly used, such as GLM, time series, PCA families, clustering and survival analysis. The package offers a single plotting interface for these analysis results and plots in a unified style using 'ggplot2'.
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15.22 score 541 stars 21 dependents 15k scripts 25k downloadslfda - Local Fisher Discriminant Analysis
Functions for performing and visualizing Local Fisher Discriminant Analysis(LFDA), Kernel Fisher Discriminant Analysis(KLFDA), and Semi-supervised Local Fisher Discriminant Analysis(SELF).
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dimensionality-reductiondistance-metric-learningmachine-learningmetric-learningstatistics
6.83 score 78 stars 3 dependents 85 scripts 2.3k downloadsautoplotly - Automatic Generation of Interactive Visualizations for Statistical Results
Functionalities to automatically generate interactive visualizations for statistical results supported by 'ggfortify', such as time series, PCA, clustering and survival analysis, with 'plotly.js' <https://plotly.com/> and 'ggplot2' style. The generated visualizations can also be easily extended using 'ggplot2' and 'plotly' syntax while staying interactive.
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data-visualizationggplot2interactive-visualizationsmachine-learningplotlyplotlyjsstatistics
6.56 score 94 stars 26 scripts 514 downloadsonnx - R Interface to 'ONNX'
R Interface to 'ONNX' - Open Neural Network Exchange <https://onnx.ai/>. 'ONNX' provides an open source format for machine learning models. It defines an extensible computation graph model, as well as definitions of built-in operators and standard data types.
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deep-learningdeep-neural-networksonnx
6.12 score 49 stars 27 scripts 260 downloadsdml - Distance Metric Learning in R
State-of-the-art algorithms for distance metric learning, including global and local methods such as Relevant Component Analysis, Discriminative Component Analysis, Local Fisher Discriminant Analysis, etc. These distance metric learning methods are widely applied in feature extraction, dimensionality reduction, clustering, classification, information retrieval, and computer vision problems.
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dimensionality-reductiondistance-metric-learningmachine-learningmetric-learningstatistics
5.98 score 58 stars 1 dependents 11 scripts 366 downloadstfio - Interface to 'TensorFlow IO'
Interface to 'TensorFlow IO', Datasets and filesystem extensions maintained by `TensorFlow SIG-IO` <https://github.com/tensorflow/community/blob/master/sigs/io/CHARTER.md>.
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3.56 score 1 stars 72 scripts 288 downloads