Common workflows
================

.. toctree::
   :maxdepth: 1

   Configuration basics <notebooks/config_basics>
   Data requests <notebooks/data_requests>
   List available models and dataset classes <notebooks/list_available_models_and_datasets>
   LanceDB dataset example <notebooks/lancedb_with_hyrax>
   Evaluating with TensorBoard and MLFlow <notebooks/using_tensorboard_and_mlflow>
   Working with result datasets <pre_executed/working_with_results_data>
   Look up results by ID <notebooks/lookup_results_by_id>
   Converting Hyrax results to pandas <notebooks/convert_inference_results_to_pandas>
   Converting Hyrax results to Parquet <notebooks/convert_lance_to_parquet>
   Learning rate schedulers <pre_executed/using_lr_schedulers>
   Creating and querying a vector database <pre_executed/vector_db_demo>
   Checkpointing <pre_executed/hyrax_checkpointing>
   Loading pretrained weights <pre_executed/load_pretrained_model>
   Hyperparameter tuning <pre_executed/hyperparameter_tuning_examples>
   Using UMAP <pre_executed/using_umap>
   Custom training metrics <notebooks/custom_training_metrics>
   Dataset custom collation <notebooks/custom_dataset_collation>
   Customizing prepare_inputs <notebooks/custom_prepare_inputs>
   Tracing Data Flow <pre_executed/trace_feature>