LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements.txt
setup.cfg
setup.py
snorkel/__init__.py
snorkel/version.py
snorkel.egg-info/PKG-INFO
snorkel.egg-info/SOURCES.txt
snorkel.egg-info/dependency_links.txt
snorkel.egg-info/requires.txt
snorkel.egg-info/top_level.txt
snorkel/analysis/__init__.py
snorkel/analysis/error_analysis.py
snorkel/analysis/metrics.py
snorkel/analysis/scorer.py
snorkel/augmentation/__init__.py
snorkel/augmentation/tf.py
snorkel/augmentation/apply/__init__.py
snorkel/augmentation/apply/core.py
snorkel/augmentation/apply/pandas.py
snorkel/augmentation/policy/__init__.py
snorkel/augmentation/policy/core.py
snorkel/augmentation/policy/sampling.py
snorkel/classification/__init__.py
snorkel/classification/data.py
snorkel/classification/loss.py
snorkel/classification/multitask_classifier.py
snorkel/classification/task.py
snorkel/classification/utils.py
snorkel/classification/training/__init__.py
snorkel/classification/training/trainer.py
snorkel/classification/training/loggers/__init__.py
snorkel/classification/training/loggers/checkpointer.py
snorkel/classification/training/loggers/log_manager.py
snorkel/classification/training/loggers/log_writer.py
snorkel/classification/training/loggers/tensorboard_writer.py
snorkel/classification/training/schedulers/__init__.py
snorkel/classification/training/schedulers/scheduler.py
snorkel/classification/training/schedulers/sequential_scheduler.py
snorkel/classification/training/schedulers/shuffled_scheduler.py
snorkel/contrib/__init__.py
snorkel/labeling/__init__.py
snorkel/labeling/analysis.py
snorkel/labeling/utils.py
snorkel/labeling/apply/__init__.py
snorkel/labeling/apply/core.py
snorkel/labeling/apply/dask.py
snorkel/labeling/apply/pandas.py
snorkel/labeling/apply/spark.py
snorkel/labeling/lf/__init__.py
snorkel/labeling/lf/core.py
snorkel/labeling/lf/nlp.py
snorkel/labeling/lf/nlp_spark.py
snorkel/labeling/model/__init__.py
snorkel/labeling/model/base_labeler.py
snorkel/labeling/model/baselines.py
snorkel/labeling/model/graph_utils.py
snorkel/labeling/model/label_model.py
snorkel/labeling/model/logger.py
snorkel/map/__init__.py
snorkel/map/core.py
snorkel/map/spark.py
snorkel/preprocess/__init__.py
snorkel/preprocess/core.py
snorkel/preprocess/nlp.py
snorkel/preprocess/spark.py
snorkel/slicing/__init__.py
snorkel/slicing/monitor.py
snorkel/slicing/sliceaware_classifier.py
snorkel/slicing/utils.py
snorkel/slicing/apply/__init__.py
snorkel/slicing/apply/core.py
snorkel/slicing/apply/dask.py
snorkel/slicing/apply/spark.py
snorkel/slicing/modules/__init__.py
snorkel/slicing/modules/slice_combiner.py
snorkel/slicing/sf/__init__.py
snorkel/slicing/sf/core.py
snorkel/slicing/sf/nlp.py
snorkel/synthetic/__init__.py
snorkel/synthetic/synthetic_data.py
snorkel/types/__init__.py
snorkel/types/classifier.py
snorkel/types/data.py
snorkel/types/hashing.py
snorkel/utils/__init__.py
snorkel/utils/config_utils.py
snorkel/utils/core.py
snorkel/utils/data_operators.py
snorkel/utils/lr_schedulers.py
snorkel/utils/optimizers.py
test/__init__.py
test/augmentation/__init__.py
test/augmentation/apply/__init__.py
test/augmentation/apply/test_tf_applier.py
test/augmentation/policy/__init__.py
test/augmentation/policy/test_core.py
test/augmentation/policy/test_sampling.py
test/classification/__init__.py
test/classification/test_data.py
test/classification/test_loss.py
test/classification/test_multitask_classifier.py
test/classification/test_task.py
test/classification/test_utils.py
test/labeling/__init__.py
test/labeling/test_analysis.py
test/labeling/test_convergence.py
test/labeling/test_utils.py
test/labeling/apply/__init__.py
test/labeling/apply/lf_applier_spark_test_script.py
test/labeling/apply/test_lf_applier.py
test/labeling/apply/test_spark.py
test/labeling/model/__init__.py
test/labeling/model/test_baseline.py
test/labeling/model/test_label_model.py
test/labeling/model/test_logger.py
test/labeling/preprocess/__init__.py
test/labeling/preprocess/test_nlp.py
test/map/__init__.py
test/map/test_core.py
test/map/test_spark.py
test/slicing/__init__.py
test/slicing/test_monitor.py
test/slicing/test_slice_combiner.py
test/slicing/test_utils.py
test/slicing/apply/__init__.py
test/slicing/apply/test_sf_applier.py
test/slicing/sf/__init__.py
test/slicing/sf/test_core.py
test/slicing/sf/test_nlp.py
test/synthetic/__init__.py
test/synthetic/test_synthetic_data.py
test/utils/__init__.py
test/utils/test_config_utils.py
test/utils/test_core.py
test/utils/test_data_operators.py