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Found 35 matching component(s)

• class pathobrowser_base

  Base class that contains all static elements of the app Parameters ---------- image : str An Image UID which may be passed on app startup. Immediately redirects to said image Attributes ---------- current_user : Userclass A class containing various information on the user workspace : panel.layout.Column The main container of the app sidebar : panel.layout.Column Container showing items on the side of the app head : panel.layout.Row The header of the app modal : panel.layout.Column The container for the modal window of the app

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

  class pathobrowser_base

• class OneCo_hybrid_RAG_v2

  A class named OneCo_hybrid_RAG

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

  class oneco_hybrid_rag

• class pathobrowser_base_v1

  Base class that contains all static elements of the app Parameters ---------- image : str An Image UID which may be passed on app startup. Immediately redirects to said image Attributes ---------- current_user : Userclass A class containing various information on the user workspace : panel.layout.Column The main container of the app sidebar : panel.layout.Column Container showing items on the side of the app head : panel.layout.Row The header of the app modal : panel.layout.Column The container for the modal window of the app

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

  class pathobrowser_base

• class TextClusterer

  A class that clusters similar documents based on their embeddings using various clustering algorithms (K-means, Agglomerative, DBSCAN) and optionally generates summaries for each cluster.

  File: /tf/active/vicechatdev/chromadb-cleanup/src/clustering/text_clusterer.py

  clustering document-clustering embeddings machine-learning kmeans

• function identify_duplicates

  Identifies duplicate documents by computing hash values of their text content and grouping documents with identical hashes.

  File: /tf/active/vicechatdev/chromadb-cleanup/src/utils/hash_utils.py

  deduplication document-processing hashing data-cleaning duplicate-detection

• function summarize_text

  A deprecated standalone function that was originally designed to summarize groups of similar documents but now only returns the input documents unchanged with a deprecation warning.

  File: /tf/active/vicechatdev/chromadb-cleanup/src/summarization/summarizer.py

  deprecated text-summarization document-processing nlp text-clustering

• class AgentExecutor

  Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

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

  class agentexecutor

• class SmartStatService

  Service for running SmartStat analysis sessions in Vice AI

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

  class smartstatservice

• class OneCo_hybrid_RAG_v3

  A class named OneCo_hybrid_RAG

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

  class oneco_hybrid_rag

• class AnalysisConfiguration

  A dataclass that encapsulates configuration parameters for statistical analysis operations, including analysis type, variables, and statistical thresholds.

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

  configuration statistical-analysis dataclass serialization analysis-parameters

• class StatisticalAgent

  LLM-powered statistical analysis agent

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

  class statisticalagent

• function main_v57

  Performs comprehensive exploratory data analysis on a broiler chicken performance dataset, analyzing the correlation between Eimeria infection and performance measures (weight gain, feed conversion ratio, mortality rate) across different treatments and challenge regimens.

  File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/343f5578-64e0-4101-84bd-5824b3c15deb/project_1/analysis.py

  data-analysis exploratory-data-analysis veterinary-research poultry-health correlation-analysis

• function identify_variables

  Categorizes DataFrame columns into Eimeria infection variables, performance measure variables, and grouping variables based on keyword matching in column names.

  File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

  data-preprocessing variable-classification keyword-matching veterinary-research eimeria

• function grouped_correlation_analysis

  Performs Pearson correlation analysis between Eimeria-related variables and performance variables, grouped by specified categorical variables (e.g., treatment, challenge groups).

  File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

  correlation-analysis grouped-analysis statistical-analysis pearson-correlation eimeria

• function create_scatter_plots

  Creates scatter plots with linear regression lines showing relationships between Eimeria variables and performance variables, grouped by categorical variables, and saves them as PNG files.

  File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

  data-visualization scatter-plot regression-analysis correlation pearson-correlation

• function create_grouped_correlation_plot

  Creates and saves a dual-panel heatmap visualization showing correlation matrices grouped by treatment and challenge regimen variables.

  File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

  visualization correlation heatmap grouped-analysis data-visualization

• function generate_conclusions

  Generates and prints comprehensive statistical conclusions from correlation analysis between Eimeria infection variables and broiler performance measures, including overall and group-specific findings.

  File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

  statistical-analysis correlation reporting data-analysis veterinary-research

• function main_v26

  Orchestrates a complete correlation analysis pipeline for Eimeria infection and broiler performance data, from data loading through visualization and results export.

  File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5a059cb7-3903-4020-8519-14198d1f39c9/analysis_1.py

  data-analysis correlation statistics veterinary agriculture

• class AgentExecutor_v1

  Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

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

  class agentexecutor

• class EnhancedSQLWorkflow

  Enhanced SQL workflow with iterative optimization

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

  class enhancedsqlworkflow

• class StatisticalAnalysisService

  Main service for statistical analysis orchestration

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

  class statisticalanalysisservice

• class DataProcessor

  Handles data loading, validation, and preprocessing

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

  class dataprocessor

• class SQLQueryGenerator

  Generates SQL queries based on user requests and database schema

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

  class sqlquerygenerator

• class StatisticalAgent_v1

  LLM-powered statistical analysis agent

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

  class statisticalagent

• class AgentExecutor_v2

  Agent-based script executor that generates standalone Python files, manages dependencies, and provides iterative debugging capabilities

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

  class agentexecutor

• class StatisticalAnalysisService_v1

  Main service for statistical analysis orchestration

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

  class statisticalanalysisservice

• class DataProcessor_v1

  Handles data loading, validation, and preprocessing

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

  class dataprocessor

• class StatisticalAgent_v2

  LLM-powered statistical analysis agent

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

  class statisticalagent

• function python2sort

  A sorting function that mimics Python 2's behavior of grouping incomparable types separately and sorting within each group, rather than raising a TypeError when comparing incompatible types.

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

  sorting python2-compatibility mixed-types heterogeneous-data type-safety

• function layer_groups

  Groups elements from an ordering list into a dictionary based on a slice of each element's specification, using the first 'length' items as the grouping key.

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

  grouping data-organization layer-management hierarchical-structure dictionary

• function group_select

  Recursively groups a list of key tuples into a nested dictionary structure to optimize indexing operations by avoiding duplicate key lookups.

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

  data-structures optimization indexing grouping recursion

• class DocumentProcessor_v3

  A comprehensive PDF document processor that handles text extraction, OCR (Optical Character Recognition), layout analysis, table detection, and metadata extraction from PDF files.

  File: /tf/active/vicechatdev/invoice_extraction/core/document_processor.py

  pdf-processing ocr text-extraction document-processing invoice-processing

• class pathobrowser_base_v2

  Base class that contains all static elements of the app Parameters ---------- image : str An Image UID which may be passed on app startup. Immediately redirects to said image Attributes ---------- current_user : Userclass A class containing various information on the user workspace : panel.layout.Column The main container of the app sidebar : panel.layout.Column Container showing items on the side of the app head : panel.layout.Row The header of the app modal : panel.layout.Column The container for the modal window of the app

  File: /tf/active/vicechatdev/datacapture_backup_16072025/datacapture.py

  class pathobrowser_base

• class OneCo_hybrid_RAG_v5

  A class named OneCo_hybrid_RAG

  File: /tf/active/vicechatdev/data_capture_backup_18072025/OneCo_hybrid_RAG.py

  class oneco_hybrid_rag

• class pathobrowser_base_v3

  Base class that contains all static elements of the app Parameters ---------- image : str An Image UID which may be passed on app startup. Immediately redirects to said image Attributes ---------- current_user : Userclass A class containing various information on the user workspace : panel.layout.Column The main container of the app sidebar : panel.layout.Column Container showing items on the side of the app head : panel.layout.Row The header of the app modal : panel.layout.Column The container for the modal window of the app

  File: /tf/active/vicechatdev/data_capture_backup_18072025/datacapture.py

  class pathobrowser_base

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