LICENSE
LICENSE_FR
README.md
pyproject.toml
nirs4all/__init__.py
nirs4all.egg-info/PKG-INFO
nirs4all.egg-info/SOURCES.txt
nirs4all.egg-info/dependency_links.txt
nirs4all.egg-info/entry_points.txt
nirs4all.egg-info/requires.txt
nirs4all.egg-info/top_level.txt
nirs4all/cli/__init__.py
nirs4all/cli/installation_test.py
nirs4all/cli/main.py
nirs4all/cli/commands/workspace.py
nirs4all/controllers/__init__.py
nirs4all/controllers/base.py
nirs4all/controllers/controller.py
nirs4all/controllers/presets.py
nirs4all/controllers/registry.py
nirs4all/controllers/charts/__init__.py
nirs4all/controllers/charts/folds.py
nirs4all/controllers/charts/spectra.py
nirs4all/controllers/charts/targets.py
nirs4all/controllers/data/__init__.py
nirs4all/controllers/data/balancing.py
nirs4all/controllers/data/branch.py
nirs4all/controllers/data/feature_augmentation.py
nirs4all/controllers/data/merge.py
nirs4all/controllers/data/resampler.py
nirs4all/controllers/data/sample_augmentation.py
nirs4all/controllers/flow/__init__.py
nirs4all/controllers/flow/condition.py
nirs4all/controllers/flow/dummy.py
nirs4all/controllers/flow/scope.py
nirs4all/controllers/flow/sequential.py
nirs4all/controllers/models/__init__.py
nirs4all/controllers/models/base_model.py
nirs4all/controllers/models/factory.py
nirs4all/controllers/models/jax_model.py
nirs4all/controllers/models/jax_wrapper.py
nirs4all/controllers/models/sklearn_model.py
nirs4all/controllers/models/tensorflow_model.py
nirs4all/controllers/models/torch_model.py
nirs4all/controllers/models/utilities.py
nirs4all/controllers/models/components/__init__.py
nirs4all/controllers/models/components/identifier_generator.py
nirs4all/controllers/models/components/index_normalizer.py
nirs4all/controllers/models/components/model_loader.py
nirs4all/controllers/models/components/prediction_assembler.py
nirs4all/controllers/models/components/prediction_transformer.py
nirs4all/controllers/models/components/score_calculator.py
nirs4all/controllers/models/jax/data_prep.py
nirs4all/controllers/models/tensorflow/__init__.py
nirs4all/controllers/models/tensorflow/config.py
nirs4all/controllers/models/tensorflow/data_prep.py
nirs4all/controllers/models/torch/data_prep.py
nirs4all/controllers/splitters/__init__.py
nirs4all/controllers/splitters/split.py
nirs4all/controllers/transforms/__init__.py
nirs4all/controllers/transforms/cluster.py
nirs4all/controllers/transforms/transformer.py
nirs4all/controllers/transforms/y_transformer.py
nirs4all/core/__init__.py
nirs4all/core/config.py
nirs4all/core/exceptions.py
nirs4all/core/metrics.py
nirs4all/core/task_detection.py
nirs4all/core/task_type.py
nirs4all/core/validation.py
nirs4all/data/__init__.py
nirs4all/data/binning.py
nirs4all/data/config.py
nirs4all/data/config_parser.py
nirs4all/data/dataset.py
nirs4all/data/ensemble_utils.py
nirs4all/data/features.py
nirs4all/data/indexer.py
nirs4all/data/io.py
nirs4all/data/metadata.py
nirs4all/data/predictions.py
nirs4all/data/targets.py
nirs4all/data/types.py
nirs4all/data/_dataset/__init__.py
nirs4all/data/_dataset/feature_accessor.py
nirs4all/data/_dataset/metadata_accessor.py
nirs4all/data/_dataset/target_accessor.py
nirs4all/data/_features/__init__.py
nirs4all/data/_features/array_storage.py
nirs4all/data/_features/augmentation_handler.py
nirs4all/data/_features/feature_constants.py
nirs4all/data/_features/feature_source.py
nirs4all/data/_features/header_manager.py
nirs4all/data/_features/layout_transformer.py
nirs4all/data/_features/processing_manager.py
nirs4all/data/_features/update_strategy.py
nirs4all/data/_indexer/__init__.py
nirs4all/data/_indexer/augmentation_tracker.py
nirs4all/data/_indexer/index_store.py
nirs4all/data/_indexer/parameter_normalizer.py
nirs4all/data/_indexer/processing_manager.py
nirs4all/data/_indexer/query_builder.py
nirs4all/data/_indexer/sample_manager.py
nirs4all/data/_predictions/__init__.py
nirs4all/data/_predictions/aggregator.py
nirs4all/data/_predictions/array_registry.py
nirs4all/data/_predictions/indexer.py
nirs4all/data/_predictions/query.py
nirs4all/data/_predictions/ranker.py
nirs4all/data/_predictions/result.py
nirs4all/data/_predictions/schemas.py
nirs4all/data/_predictions/serializer.py
nirs4all/data/_predictions/storage.py
nirs4all/data/_targets/__init__.py
nirs4all/data/_targets/converters.py
nirs4all/data/_targets/encoders.py
nirs4all/data/_targets/processing_chain.py
nirs4all/data/_targets/transformers.py
nirs4all/data/loaders/csv_loader.py
nirs4all/data/loaders/loader.py
nirs4all/operators/__init__.py
nirs4all/operators/augmentation/abc_augmenter.py
nirs4all/operators/augmentation/random.py
nirs4all/operators/augmentation/splines.py
nirs4all/operators/models/__init__.py
nirs4all/operators/models/base.py
nirs4all/operators/models/jax/__init__.py
nirs4all/operators/models/jax/generic.py
nirs4all/operators/models/jax/nicon.py
nirs4all/operators/models/pytorch/__init__.py
nirs4all/operators/models/pytorch/generic.py
nirs4all/operators/models/pytorch/nicon.py
nirs4all/operators/models/sklearn/__init__.py
nirs4all/operators/models/tensorflow/__init__.py
nirs4all/operators/models/tensorflow/generic.py
nirs4all/operators/models/tensorflow/nicon.py
nirs4all/operators/models/tensorflow/legacy/__init__.py
nirs4all/operators/models/tensorflow/legacy/albunet.py
nirs4all/operators/models/tensorflow/legacy/bcdunet.py
nirs4all/operators/models/tensorflow/legacy/dense_inception_unet.py
nirs4all/operators/models/tensorflow/legacy/ensembled_unet.py
nirs4all/operators/models/tensorflow/legacy/fpn.py
nirs4all/operators/models/tensorflow/legacy/ibaunet.py
nirs4all/operators/models/tensorflow/legacy/inception_1d_cnn.py
nirs4all/operators/models/tensorflow/legacy/multires_unet.py
nirs4all/operators/models/tensorflow/legacy/pspnet.py
nirs4all/operators/models/tensorflow/legacy/resnet_1d_cnn.py
nirs4all/operators/models/tensorflow/legacy/resnet_v2_1d_cnn.py
nirs4all/operators/models/tensorflow/legacy/resnext_1d_cnn.py
nirs4all/operators/models/tensorflow/legacy/se_resnet_1d_cnn.py
nirs4all/operators/models/tensorflow/legacy/sedunet.py
nirs4all/operators/models/tensorflow/legacy/seresnext_1d_cnn.py
nirs4all/operators/models/tensorflow/legacy/ternausnet.py
nirs4all/operators/models/tensorflow/legacy/unet.py
nirs4all/operators/models/tensorflow/legacy/unet3_plus.py
nirs4all/operators/models/tensorflow/legacy/unet_plus.py
nirs4all/operators/models/tensorflow/legacy/unet_plus_plus.py
nirs4all/operators/models/tensorflow/legacy/vgg_1d_cnn.py
nirs4all/operators/models/tensorflow/legacy/vgg_2d_cnn.py
nirs4all/operators/splitters/__init__.py
nirs4all/operators/splitters/splitters.py
nirs4all/operators/transforms/__init__.py
nirs4all/operators/transforms/features.py
nirs4all/operators/transforms/nirs.py
nirs4all/operators/transforms/presets.py
nirs4all/operators/transforms/resampler.py
nirs4all/operators/transforms/scalers.py
nirs4all/operators/transforms/signal.py
nirs4all/operators/transforms/targets.py
nirs4all/optimization/optuna.py
nirs4all/pipeline/__init__.py
nirs4all/pipeline/explainer.py
nirs4all/pipeline/predictor.py
nirs4all/pipeline/runner.py
nirs4all/pipeline/config/__init__.py
nirs4all/pipeline/config/component_serialization.py
nirs4all/pipeline/config/context.py
nirs4all/pipeline/config/generator.py
nirs4all/pipeline/config/pipeline_config.py
nirs4all/pipeline/execution/__init__.py
nirs4all/pipeline/execution/builder.py
nirs4all/pipeline/execution/executor.py
nirs4all/pipeline/execution/orchestrator.py
nirs4all/pipeline/execution/result.py
nirs4all/pipeline/steps/__init__.py
nirs4all/pipeline/steps/parser.py
nirs4all/pipeline/steps/router.py
nirs4all/pipeline/steps/step_runner.py
nirs4all/pipeline/storage/__init__.py
nirs4all/pipeline/storage/io.py
nirs4all/pipeline/storage/io_exporter.py
nirs4all/pipeline/storage/io_resolver.py
nirs4all/pipeline/storage/io_writer.py
nirs4all/pipeline/storage/library.py
nirs4all/pipeline/storage/manifest_manager.py
nirs4all/pipeline/storage/artifacts/__init__.py
nirs4all/pipeline/storage/artifacts/artifact_persistence.py
nirs4all/pipeline/storage/artifacts/binary_loader.py
nirs4all/pipeline/storage/artifacts/manager.py
nirs4all/utils/__init__.py
nirs4all/utils/backend.py
nirs4all/utils/emoji.py
nirs4all/utils/reproducibility.py
nirs4all/utils/spinner.py
nirs4all/visualization/__init__.py
nirs4all/visualization/predictions.py
nirs4all/visualization/reports.py
nirs4all/visualization/analysis/__init__.py
nirs4all/visualization/analysis/shap.py
nirs4all/visualization/analysis/transfer.py
nirs4all/visualization/chart_utils/__init__.py
nirs4all/visualization/chart_utils/aggregator.py
nirs4all/visualization/chart_utils/annotator.py
nirs4all/visualization/chart_utils/matrix_builder.py
nirs4all/visualization/chart_utils/normalizer.py
nirs4all/visualization/chart_utils/predictions_adapter.py
nirs4all/visualization/charts/__init__.py
nirs4all/visualization/charts/base.py
nirs4all/visualization/charts/candlestick.py
nirs4all/visualization/charts/config.py
nirs4all/visualization/charts/confusion_matrix.py
nirs4all/visualization/charts/heatmap.py
nirs4all/visualization/charts/histogram.py
nirs4all/visualization/charts/top_k_comparison.py
nirs4all/workspace/__init__.py
nirs4all/workspace/library_manager.py