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Search Results for "sampling"

Found 16 matching component(s)

  • class PatternBasedExtractor

    Extract flocks based on farm-level In-Ovo usage patterns.

    File: /tf/active/vicechatdev/pattern_based_extraction.py

    class patternbasedextractor

  • class LLMClient_v2

    Client for interacting with LLM providers (OpenAI, Anthropic, Azure, etc.)

    File: /tf/active/vicechatdev/contract_validity_analyzer/utils/llm_client.py

    class llmclient

  • class Config

    Configuration class that manages application-wide settings, directory structures, API keys, and operational parameters for a statistical analysis application.

    File: /tf/active/vicechatdev/vice_ai/smartstat_config.py

    configuration settings flask api-keys directory-management

  • class DynamicSchemaDiscovery

    Discovers database schema from live database connection

    File: /tf/active/vicechatdev/full_smartstat/dynamic_schema_discovery.py

    class dynamicschemadiscovery

  • class EnhancedSQLWorkflow

    Enhanced SQL workflow with iterative optimization

    File: /tf/active/vicechatdev/full_smartstat/enhanced_sql_workflow.py

    class enhancedsqlworkflow

  • class Config_v1

    Configuration class that centralizes all application settings including Flask configuration, directory paths, API keys, LLM model settings, and statistical analysis parameters.

    File: /tf/active/vicechatdev/full_smartstat/config.py

    configuration settings flask llm openai

  • class DataProcessor

    Handles data loading, validation, and preprocessing

    File: /tf/active/vicechatdev/full_smartstat/data_processor.py

    class dataprocessor

  • class DataProcessor_v1

    Handles data loading, validation, and preprocessing

    File: /tf/active/vicechatdev/smartstat/data_processor.py

    class dataprocessor

  • class Config_v4

    A configuration class that manages global HoloViews behavior settings, including deprecation warnings, default colormaps, and rendering parameters.

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

    configuration settings global-state holoviews parameterized

  • class HashableJSON

    A JSON encoder extension that generates hashable string representations for a wide variety of Python objects, including those not normally JSON-serializable like sets, numpy arrays, and pandas DataFrames.

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

    json hashing serialization memoization caching

  • function validate_regular_sampling

    Validates whether a 1D array has regular (uniform) sampling by checking if the variation in consecutive differences is within a specified relative tolerance of the minimum sampling step.

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

    validation sampling uniformity numerical-analysis time-series

  • function compute_density

    Computes the density (samples per unit) of a grid given start and end boundaries and the number of samples, with special handling for datetime/timedelta types.

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

    density grid datetime timedelta sampling

  • function date_range

    Generates an evenly-spaced date range array with a specified number of samples between start and end dates, with dates centered in each interval.

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

    datetime date-range time-series numpy pandas

  • 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

  • class LLMClient

    A singleton client class for interacting with multiple LLM providers (OpenAI, Anthropic, Azure OpenAI, and local models) with unified interface for text generation and structured data extraction.

    File: /tf/active/vicechatdev/invoice_extraction/utils/llm_client.py

    llm openai anthropic azure gpt

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