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Search Results for "bounds"

Found 13 matching component(s)

  • function detect_outliers_iqr

    Detects extreme outliers in a pandas Series using the Interquartile Range (IQR) method with a configurable multiplier (default 3.0).

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5021ab2a-8cdd-44cb-81ad-201598352e39/analysis_1.py

    outlier-detection IQR interquartile-range data-cleaning anomaly-detection

  • function detect_outliers_iqr_v1

    Detects outliers in a dataset using the Interquartile Range (IQR) method, returning boolean indices of outliers and the calculated bounds.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/328d2f87-3367-495e-89f7-e633ff8c5b3d/analysis_2.py

    outlier-detection IQR interquartile-range statistics data-cleaning

  • function find_minmax

    Computes the minimum of the first elements and maximum of the second elements from two tuples of numeric values, handling NaN values gracefully.

    File: /tf/active/vicechatdev/patches/util.py

    numeric-range min-max bounds-calculation nan-handling data-aggregation

  • function find_range

    Robustly computes the minimum and maximum values from a collection, with fallback mechanisms for edge cases and support for extending the range with soft bounds.

    File: /tf/active/vicechatdev/patches/util.py

    data-processing statistics range-finding min-max numpy

  • function max_range

    Computes the maximal lower and upper bounds from a list of range tuples, handling various data types including numeric, datetime, and string values.

    File: /tf/active/vicechatdev/patches/util.py

    data-processing range-computation bounds aggregation datetime-handling

  • function range_pad

    Pads a numeric or datetime range by a specified fraction of the interval, with optional logarithmic scaling for positive numeric values.

    File: /tf/active/vicechatdev/patches/util.py

    range padding numeric datetime logarithmic

  • function dimension_range

    Computes the effective range along a dimension by combining data bounds with soft and hard range constraints, optionally applying padding and logarithmic scaling.

    File: /tf/active/vicechatdev/patches/util.py

    range-computation data-visualization axis-limits plotting dimension-scaling

  • function max_extents

    Computes the maximal extent (bounding box) from a list of extent tuples, supporting both 2D (4-tuples) and 3D (6-tuples) coordinate systems with special handling for datetime and string values.

    File: /tf/active/vicechatdev/patches/util.py

    spatial-analysis bounding-box extent-calculation 2D 3D

  • function cross_index

    Efficiently indexes into a Cartesian product of iterables without materializing the full product, using a linear index to retrieve the corresponding tuple of values.

    File: /tf/active/vicechatdev/patches/util.py

    cartesian-product indexing combinatorics memory-efficient itertools-alternative

  • function bound_range

    Computes a bounding range and density from evenly spaced samples, extending the range by half the density on each side and detecting if values are inverted.

    File: /tf/active/vicechatdev/patches/util.py

    data-processing bounds-calculation density-computation numerical-precision datetime-handling

  • class HoloMap

    HoloMap is an n-dimensional mapping container that stores viewable elements or overlays indexed by tuple keys along declared key dimensions, enabling interactive exploration through widgets.

    File: /tf/active/vicechatdev/patches/spaces.py

    visualization mapping multi-dimensional interactive container

  • class DynamicMap

    A DynamicMap is a type of HoloMap where the elements are dynamically generated by a callable. The callable is invoked with values associated with the key dimensions or with values supplied by stream parameters.

    File: /tf/active/vicechatdev/patches/spaces.py

    class dynamicmap

  • class GridSpace

    GridSpace is a container class for organizing elements in a 1D or 2D grid structure with floating-point keys, ensuring all contained elements are of the same type.

    File: /tf/active/vicechatdev/patches/spaces.py

    grid layout container mapping 2D-grid

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