MANIFEST.in
README.md
VERSION
featrix-update.py
nv-install.sh
requirements.txt
setup.py
system_monitor.py
featrixsphere/__init__.py
featrixsphere/cli.py
featrixsphere/client.py
featrixsphere/test_client.py
featrixsphere.egg-info/PKG-INFO
featrixsphere.egg-info/SOURCES.txt
featrixsphere.egg-info/dependency_links.txt
featrixsphere.egg-info/entry_points.txt
featrixsphere.egg-info/not-zip-safe
featrixsphere.egg-info/requires.txt
featrixsphere.egg-info/top_level.txt
src/api.py
src/auto_upgrade_monitor.py
src/build_version.py
src/celery_app.py
src/cli.py
src/config.py
src/demo_existing_model.py
src/demo_label_updates.py
src/deploy.py
src/deploy_cache_debug.sh
src/ensure_watchdog_running.sh
src/error_tracker.py
src/event_log.py
src/example_api_usage.py
src/example_prediction_feedback.py
src/example_train_predictor.py
src/featrix_queue.py
src/featrix_watchdog.py
src/gc_cleanup.py
src/llm_client.py
src/manage_churro.sh
src/neural.py
src/node-install.sh
src/prediction_drift_monitor.py
src/prediction_persistence_worker.py
src/quick_test_deployment.sh
src/recreate_session.py
src/redis_prediction_cli.py
src/redis_prediction_store.py
src/regenerate_training_movie.py
src/render_sphere.py
src/restart_celery_worker.sh
src/run_api_server.sh
src/send_email.py
src/slack.py
src/standalone_prediction.py
src/start_celery_worker.sh
src/start_churro_server.sh
src/tail-watch.py
src/test_api_client.py
src/test_complete_workflow.py
src/test_json_tables_prediction.py
src/test_redis_predictions.py
src/test_server_connection.py
src/test_session_models.py
src/test_single_predictor_api.py
src/test_upload_endpoint.py
src/tree.py
src/utils.py
src/version.py
src/lib/convergence_monitor.py
src/lib/epoch_projections.py
src/lib/es_projections.py
src/lib/es_training.py
src/lib/featrix_debug.py
src/lib/json_encoder_cache.py
src/lib/knn_training.py
src/lib/single_predictor_cv.py
src/lib/single_predictor_training.py
src/lib/sphere_config.py
src/lib/structureddata.py
src/lib/training_monitor.py
src/lib/utils.py
src/lib/vector_db.py
src/lib/webhook_helpers.py
src/lib/weightwatcher_tracking.py
src/lib/featrix/__init__.py
src/lib/featrix/neural/MetaDataCache.py
src/lib/featrix/neural/__init__.py
src/lib/featrix/neural/calibration_utils.py
src/lib/featrix/neural/classification_metrics.py
src/lib/featrix/neural/config.py
src/lib/featrix/neural/data_frame_data_set.py
src/lib/featrix/neural/dataloader_utils.py
src/lib/featrix/neural/detect.py
src/lib/featrix/neural/device.py
src/lib/featrix/neural/domain_codec.py
src/lib/featrix/neural/dropout_scheduler.py
src/lib/featrix/neural/embedded_space.py
src/lib/featrix/neural/embedding_lr_scheduler.py
src/lib/featrix/neural/embedding_space_utils.py
src/lib/featrix/neural/embedding_utils.py
src/lib/featrix/neural/encoders.py
src/lib/featrix/neural/enrich.py
src/lib/featrix/neural/es_projection.py
src/lib/featrix/neural/exceptions.py
src/lib/featrix/neural/featrix_csv.py
src/lib/featrix/neural/featrix_json.py
src/lib/featrix/neural/featrix_module_dict.py
src/lib/featrix/neural/featrix_token.py
src/lib/featrix/neural/guardrails.py
src/lib/featrix/neural/hubspot_free_domains_list_may_2025.py
src/lib/featrix/neural/input_data_file.py
src/lib/featrix/neural/input_data_set.py
src/lib/featrix/neural/integrity.py
src/lib/featrix/neural/json_cache.py
src/lib/featrix/neural/json_codec.py
src/lib/featrix/neural/logging_config.py
src/lib/featrix/neural/mask_tracker.py
src/lib/featrix/neural/model_config.py
src/lib/featrix/neural/model_hash.py
src/lib/featrix/neural/movie_frame_task.py
src/lib/featrix/neural/network_viz.py
src/lib/featrix/neural/prng_control.py
src/lib/featrix/neural/scalar_codec.py
src/lib/featrix/neural/set_codec.py
src/lib/featrix/neural/setlist_codec.py
src/lib/featrix/neural/simple_mlp.py
src/lib/featrix/neural/single_predictor.py
src/lib/featrix/neural/single_predictor_mlp.py
src/lib/featrix/neural/sphere_config.py
src/lib/featrix/neural/sqlite_utils.py
src/lib/featrix/neural/stopwatch.py
src/lib/featrix/neural/string_analysis.py
src/lib/featrix/neural/string_cache.py
src/lib/featrix/neural/string_codec.py
src/lib/featrix/neural/string_list_codec.py
src/lib/featrix/neural/timestamp_codec.py
src/lib/featrix/neural/training_context_manager.py
src/lib/featrix/neural/training_event.py
src/lib/featrix/neural/training_exceptions.py
src/lib/featrix/neural/training_history_db.py
src/lib/featrix/neural/transformer_encoder.py
src/lib/featrix/neural/url_codec.py
src/lib/featrix/neural/url_parser.py
src/lib/featrix/neural/utils.py
src/lib/featrix/neural/vector_codec.py
src/lib/featrix/neural/world_data.py
src/lib/featrix/neural/qa/demo_advisor_decisions.py
src/lib/featrix/neural/qa/example_complete_workflow.py
src/lib/featrix/neural/qa/generate_focal_report.py
src/lib/featrix/neural/qa/model_advisor.py
src/lib/featrix/neural/qa/show_results.py
src/lib/featrix/neural/qa/test_adaptive_training.py
src/lib/featrix/neural/qa/test_confusion_matrix_metadata.py
src/lib/featrix/neural/qa/test_embedding_quality.py
src/lib/featrix/neural/qa/test_embedding_space.py
src/lib/featrix/neural/qa/test_extend_embedding_space.py
src/lib/featrix/neural/qa/test_focal_comparison.py
src/lib/featrix/neural/qa/test_focal_comparison_enhanced.py
src/lib/featrix/neural/qa/test_focal_loss_single_predictor.py
src/lib/featrix/neural/qa/test_label_smoothing.py
src/lib/featrix/neural/qa/test_monitor_integration.py
src/lib/featrix/neural/qa/test_piecewise_epochs.py
src/lib/featrix/neural/qa/test_predict_during_training.py
src/lib/featrix/neural/qa/test_timeline_quick.py
src/lib/featrix/neural/qa/test_training_monitor.py
src/lib/featrix/neural/qa/test_warning_tracking.py
src/lib/featrix/neural/qa/visualize_training_timeline.py