CITATION.cff
LICENSE
MANIFEST.in
PYPI.md
README.md
pyproject.toml
gradiend/__init__.py
gradiend.egg-info/PKG-INFO
gradiend.egg-info/SOURCES.txt
gradiend.egg-info/dependency_links.txt
gradiend.egg-info/requires.txt
gradiend.egg-info/top_level.txt
gradiend/comparison/__init__.py
gradiend/comparison/anchor_aligned.py
gradiend/comparison/common.py
gradiend/comparison/cross_encoding.py
gradiend/comparison/encoder_aggregation.py
gradiend/comparison/feature_cross_encoding.py
gradiend/comparison/seed_policy.py
gradiend/comparison/similarity.py
gradiend/comparison/trainer_pair_encoding.py
gradiend/data/__init__.py
gradiend/data/core/__init__.py
gradiend/data/core/balancing.py
gradiend/data/core/base_loader.py
gradiend/data/core/data_creator_protocol.py
gradiend/data/core/dataframe_splitting.py
gradiend/data/core/spacy_util.py
gradiend/data/core/split_group_key.py
gradiend/data/core/split_ratios.py
gradiend/data/core/split_validation.py
gradiend/data/core/unified_splitting.py
gradiend/data/text/__init__.py
gradiend/data/text/base_creator.py
gradiend/data/text/filter_config.py
gradiend/data/text/preprocess.py
gradiend/data/text/classification/__init__.py
gradiend/data/text/classification/creator.py
gradiend/data/text/prediction/__init__.py
gradiend/data/text/prediction/balancing.py
gradiend/data/text/prediction/creator.py
gradiend/data/text/prediction/filter_engine.py
gradiend/data/text/prediction/formats.py
gradiend/data/text/prediction/ids.py
gradiend/data/text/prediction/io.py
gradiend/data/text/prediction/neutral.py
gradiend/data/text/prediction/summary.py
gradiend/evaluator/__init__.py
gradiend/evaluator/config.py
gradiend/evaluator/decoder.py
gradiend/evaluator/decoder_eval_utils.py
gradiend/evaluator/encoder.py
gradiend/evaluator/encoder_metrics.py
gradiend/evaluator/evaluator.py
gradiend/model/__init__.py
gradiend/model/_source_target.py
gradiend/model/layers.py
gradiend/model/model.py
gradiend/model/model_with_gradiend.py
gradiend/model/param_mapped.py
gradiend/model/utils.py
gradiend/model/core/__init__.py
gradiend/model/core/backbone.py
gradiend/model/core/seq2seq_backbone.py
gradiend/trainer/__init__.py
gradiend/trainer/config.py
gradiend/trainer/factory.py
gradiend/trainer/trainer.py
gradiend/trainer/core/__init__.py
gradiend/trainer/core/annotation.py
gradiend/trainer/core/arguments.py
gradiend/trainer/core/cache_policy.py
gradiend/trainer/core/callbacks.py
gradiend/trainer/core/config.py
gradiend/trainer/core/dataset.py
gradiend/trainer/core/feature_definition.py
gradiend/trainer/core/multi_seed.py
gradiend/trainer/core/protocols.py
gradiend/trainer/core/pruning.py
gradiend/trainer/core/seed_models.py
gradiend/trainer/core/split_col_modes.py
gradiend/trainer/core/stats.py
gradiend/trainer/core/training.py
gradiend/trainer/core/transition_selection.py
gradiend/trainer/core/unified_data.py
gradiend/trainer/core/unified_schema.py
gradiend/trainer/suite/__init__.py
gradiend/trainer/suite/base.py
gradiend/trainer/suite/collection.py
gradiend/trainer/suite/definitions.py
gradiend/trainer/suite/positive.py
gradiend/trainer/suite/symmetric.py
gradiend/trainer/text/__init__.py
gradiend/trainer/text/classification/__init__.py
gradiend/trainer/text/classification/classification_head.py
gradiend/trainer/text/classification/config.py
gradiend/trainer/text/classification/data.py
gradiend/trainer/text/classification/evaluator.py
gradiend/trainer/text/classification/model_with_gradiend.py
gradiend/trainer/text/classification/trainer.py
gradiend/trainer/text/common/__init__.py
gradiend/trainer/text/common/dataset.py
gradiend/trainer/text/common/dataset_base.py
gradiend/trainer/text/common/dual_head_model.py
gradiend/trainer/text/common/lm_eval.py
gradiend/trainer/text/common/loading.py
gradiend/trainer/text/common/model_base.py
gradiend/trainer/text/prediction/__init__.py
gradiend/trainer/text/prediction/dataset.py
gradiend/trainer/text/prediction/decoder_eval_utils.py
gradiend/trainer/text/prediction/decoder_only_mlm.py
gradiend/trainer/text/prediction/model_with_gradiend.py
gradiend/trainer/text/prediction/objective_hints.py
gradiend/trainer/text/prediction/prediction_objective.py
gradiend/trainer/text/prediction/seq2seq.py
gradiend/trainer/text/prediction/trainer.py
gradiend/util/__init__.py
gradiend/util/deprecation.py
gradiend/util/device.py
gradiend/util/encoder_splits.py
gradiend/util/encoding_rows.py
gradiend/util/hf_env.py
gradiend/util/logging.py
gradiend/util/metrics.py
gradiend/util/paths.py
gradiend/util/runtime_monitor.py
gradiend/util/split_policy.py
gradiend/util/tqdm_utils.py
gradiend/util/util.py
gradiend/visualizer/__init__.py
gradiend/visualizer/convergence.py
gradiend/visualizer/encoder_by_target.py
gradiend/visualizer/encoder_distributions.py
gradiend/visualizer/encoder_neutral.py
gradiend/visualizer/encoder_scatter.py
gradiend/visualizer/encoder_strip_split.py
gradiend/visualizer/labels.py
gradiend/visualizer/multilingual_demo_labels.py
gradiend/visualizer/plot_delegation.py
gradiend/visualizer/plot_optional.py
gradiend/visualizer/plot_style.py
gradiend/visualizer/plot_style_config.py
gradiend/visualizer/probability_shifts.py
gradiend/visualizer/visualizer.py
gradiend/visualizer/comparison/__init__.py
gradiend/visualizer/heatmaps/__init__.py
gradiend/visualizer/heatmaps/base.py
gradiend/visualizer/heatmaps/encoding.py
gradiend/visualizer/heatmaps/highlight.py
gradiend/visualizer/heatmaps/ordering.py
gradiend/visualizer/heatmaps/similarity.py
gradiend/visualizer/topk/__init__.py
gradiend/visualizer/topk/pairwise_heatmap.py
gradiend/visualizer/topk/venn_.py
tests/test_anchor_aligned_encoding.py
tests/test_annotate_data.py
tests/test_backbone_params.py
tests/test_callbacks.py
tests/test_clm_perplexity_overflow.py
tests/test_comparison_heatmap_normalized_bounds.py
tests/test_comparison_matrix.py
tests/test_cross_encoding.py
tests/test_data_generation.py
tests/test_data_loading.py
tests/test_data_module.py
tests/test_datasets_common.py
tests/test_datasets_text.py
tests/test_decoder_eval_utils.py
tests/test_decoder_feature_factor_source.py
tests/test_decoder_mlm_head_dataset.py
tests/test_decoder_mlm_head_neutral_encoder.py
tests/test_decoder_only_mlm.py
tests/test_decoder_plotting.py
tests/test_decoder_probability_computation.py
tests/test_decoder_probs_by_dataset_grouping.py
tests/test_decoder_strengthen_weaken_dataset.py
tests/test_deprecation.py
tests/test_device_config.py
tests/test_docstring_markdown_lists.py
tests/test_encoder_aggregation.py
tests/test_encoder_by_target.py
tests/test_encoder_neutral.py
tests/test_encoder_neutral_exclusions.py
tests/test_encoder_splits.py
tests/test_encoder_strip_split.py
tests/test_encoding_rows.py
tests/test_english_pronoun_data.py
tests/test_evaluator.py
tests/test_examples.py
tests/test_examples_smoke_integration.py
tests/test_fail_on_non_convergence.py
tests/test_gender_de_pre_prune_topk_ablation_grid.py
tests/test_gender_de_pruning_parameter_ablation.py
tests/test_get_encoder_metrics.py
tests/test_get_enhancer_mask_indices.py
tests/test_heatmap_highlight.py
tests/test_hf_env.py
tests/test_img_format.py
tests/test_import_graph.py
tests/test_interactive_encoder_hover_labels.py
tests/test_lightweight_metrics.py
tests/test_loading.py
tests/test_merged_classes.py
tests/test_model.py
tests/test_model_source_target_sync.py
tests/test_multi_seed_analysis_integration.py
tests/test_multi_seed_view.py
tests/test_multilingual_demo_labels.py
tests/test_multilingual_demo_learning_rates.py
tests/test_multilingual_demo_plot_only.py
tests/test_multilingual_demo_problems.py
tests/test_multilingual_demo_sentiment_scope.py
tests/test_no_experiments_imports.py
tests/test_nrc_lexicon.py
tests/test_optional_dependencies.py
tests/test_oriented_cross_encoding_heatmap_plot.py
tests/test_packaging_metadata.py
tests/test_plot_style.py
tests/test_pre_prune_cache.py
tests/test_pre_prune_stratified.py
tests/test_pre_prune_streaming_equivalence.py
tests/test_precompute_gradient_lock.py
tests/test_prediction_objective.py
tests/test_prediction_objective_model_compat.py
tests/test_prediction_objectives_all.py
tests/test_prefetch_example_assets.py
tests/test_python39_annotation_compat.py
tests/test_race_symmetric_suite_example.py
tests/test_rewrite_learning_rate_source_sign.py
tests/test_runtime_monitor.py
tests/test_seed_models.py
tests/test_seed_policy.py
tests/test_sentiment_positive_suite_example.py
tests/test_seq2seq_backbone.py
tests/test_seq2seq_decoder_sequence.py
tests/test_seq2seq_lm_eval.py
tests/test_seq2seq_loading.py
tests/test_split_options.py
tests/test_split_policy.py
tests/test_text_classification_trainer_validation.py
tests/test_topk_overlap_heatmap.py
tests/test_tqdm_utils.py
tests/test_train_eval_ordering.py
tests/test_train_sentiment.py
tests/test_trainer_collection.py
tests/test_trainer_data_inputs.py
tests/test_trainer_model.py
tests/test_trainer_pair_encoding_metrics.py
tests/test_trainer_suite_data_inputs.py
tests/test_trainer_suite_order.py
tests/test_training_arguments.py
tests/test_training_loop.py
tests/test_unified_data.py
tests/test_use_cache_lazy_data_loading.py
tests/test_use_cache_only_convergent.py
tests/test_use_cache_policy.py
tests/test_visualizer_labels.py
tests/test_visualizer_transition_labels.py
tests/test_workflow_encoder_decoder.py
tests/testing_mocks.py