Keep core models loaded across requests on T4

Centralize hardware detection and optimize T4 GPU memory management

Add aggressive GPU memory cleanup after UI analysis

Add aggressive GPU memory cleanup for T4 instances

Improve model download performance on HF Spaces

Handle legacy 'Unknown' sex values gracefully

Add progressive results display and sex validation to UI

Fix premature sex validation warnings

Enforce required sex parameter in Gradio CLI app

Update AEON inference to require sex parameter

Remove 'Unknown' sex option from UI utilities

Make sex parameter required in encode_sex function

Fix AEON results column naming for multiple slides

Fix missing metadata files in model download

format

Refactor inference modules to eliminate code duplication

Add CLI options to control model downloads

Update src/mosaic/inference/paladin.py

Add GitHub Actions workflows and comprehensive test suite

Fix remaining hardcoded data paths after rebase

Add comprehensive logging for batch processing verification

Fix segment_tissue unpacking in batch analysis

Add batch processing optimization for slide analysis

Fix user directory creation and hide HF Spaces logs locally

Fix circular import by moving get_data_directory to separate module

Fix model file location to use HuggingFace cache directory

Define DEFAULT_TISSUE_SITE_IDX constant for "Not Applicable" tissue site

Merge pull request #12 from pathology-data-mining/copilot/sub-pr-7-one-more-time

Add error handling for missing tissue site CSV file

Merge pull request #10 from pathology-data-mining/copilot/sub-pr-7-another-one

Merge pull request #9 from pathology-data-mining/copilot/sub-pr-7-again

Add error handling for missing CSV files in get_tissue_site_map and get_sex_map

Fix hardcoded path for target_dict.tsv using robust path construction

Update src/mosaic/inference/data.py

Update src/mosaic/analysis.py

Remove unused global cancer type mappings from aeon.py

Add Aeon model test suite and reproducibility scripts

Add comprehensive sex and tissue site parameter support

Complete implementation of sex and tissue site parameters

Add sex and tissue site parameters to Aeon inference

Fix user detection by decoding JWT token from referer

Add debug logging for request object

Improve user detection: check username and auth headers

Add request parameter to analyze_slide function signature

Add request parameter to analyze_slides function signature

Pass request parameter through UI to analyze_slide

Add gr.Request parameter to analyze_slide signature

Add dynamic GPU duration: 60s for anonymous, 300s for logged-in users

Fix T4 detection by checking actual GPU name

Add T4 GPU detection and optimized settings