forte
Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
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- dev-v2.0-sample.json
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- .nbautoexport
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- handling_structured_data.ipynb
- lazy_loading.ipynb
- notebook_classes.py
- notebook_test_tutorial.ipynb
- ocr.ipynb
- pipeline.ipynb
- tutorial_eliza.ipynb
- tutorial_MT_with_forte.ipynb
- wrap_MT_inference_pipeline.ipynb
- zero_shot_text_classification.ipynb
- Capstone_Data_Augmentation-2.pdf
- audio_processing.md
- chatbot.md
- image_processing.md
- indexing.md
- machine_translation_system.md
- medical_notes_analysis_system.md
- named_entity_recognition.md
- ontology_generation.md
- pc_basics.rst
- pipeline_component.rst
- processor.rst
- question_answering.md
- ranking.md
- reader.rst
- relation_extraction.md
- selector.rst
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- conf.py
- emnlp2020.pdf
- index.rst
- index_appendices.rst
- make.bat
- Makefile
- readme_link.md
- requirements.txt
- spelling_wordlist.txt
- README.md
- requirements.txt
- speaker_segmentation_pipeline.py
- test_audio.wav
- ecosystem_script_only.py
- pytorch_ecosystem.py
- check_overlap.py
- .gitignore
- chatbot_example.py
- config.yml
- config_data.py
- create_index.py
- data_utils.py
- download_models.py
- example.gif
- finetune_bert_chatbot.py
- prepare_chatbot_data.py
- README.md
- amazon_review_sentiment.py
- bank_customer_intent.py
- README.md
- .generated
- __init__.py
- clinical.py
- bio_ner_config.yml
- clinical_onto.json
- clinical_processing_pipeline.py
- download_models.py
- mimic3_note_reader.py
- query_chatbot.json
- README.md
- requirements.txt
- utterance_searcher.py
- __init__.py
- data_utils.py
- text2num.py
- __init__.py
- config_data_e2e_clean.py
- config_model_clean.py
- config_train.py
- copy_net.py
- manip.py
- utils_e2e_clean.py
- table_Cocum.json
- table_Loch_Fyne.json
- table_The_Mill.json
- table_The_Vaults.json
- pipeline.py
- prepare_pipeline.py
- reader.py
- README.md
- requirements.txt
- rewriter.py
- table_samples.txt
- config.yml
- create_indexer_example.py
- data_select_and_augment_example.py
- data_select_index_pipeline.py
- README.md
- __init__.py
- config_classifier.py
- config_data.py
- __init__.py
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- main.py
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- tutorial_for_data_augmentation.ipynb
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- __init__.py
- __main__.py
- __init__.py
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- configuration.py
- constants.py
- exception.py
- resources.py
- __init__.py
- converter.py
- feature.py
- __init__.py
- attribute_extractor.py
- char_extractor.py
- relation_extractor.py
- seqtagging_extractor.py
- subword_extractor.py
- __init__.py
- code_generation_exceptions.py
- code_generation_objects.py
- core.py
- ontology_code_const.py
- ontology_code_generator.py
- top.py
- utils.py
- validation_schema.json
- __init__.py
- ag_news_reader.py
- audio_reader.py
- classification_reader.py
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- deserialize_reader.py
- html_reader.py
- largemovie_reader.py
- misc_readers.py
- ms_marco_passage_reader.py
- multipack_sentence_reader.py
- multipack_terminal_reader.py
- ontonotes_reader.py
- openie_reader.py
- plaintext_reader.py
- prodigy_reader.py
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- sem_eval_task8_reader.py
- sst2_reader.py
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- string_reader.py
- __init__.py
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- common_entry_utils.py
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- entry_converter.py
- index.py
- modality.py
- multi_pack.py
- selector.py
- span.py
- types.py
- vocabulary.py
- __init__.py
- conll_utils.py
- __init__.py
- squad_reader.py
- __init__.py
- db_utils.py
- dbpedia_datasets.py
- README.md
- __init__.py
- wikipedia_ontology.json
- __init__.py
- README.md
- __init__.py
- base_evaluator.py
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- ner_evaluator.py
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- aug_wrapper.py
- magic_model.py
- __init__.py
- conditional_random_field.py
- model_factory.py
- utils.py
- __init__.py
- data.py
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- model_utils.py
- srl_span_data.py
- __init__.py
- data.py
- model.py
- model_utils.py
- srl_span_data.py
- __init__.py
- inside.txt
- __init__.py
- ag_news.json
- base_ontology.json
- medical.json
- metric.json
- ontology.md
- payload_ontology.json
- race_qa.json
- wikipedia.json
- __init__.py
- base_processor.py
- batch_processor.py
- data_selector_for_da.py
- index_processor.py
- pack_processor.py
- query_processor.py
- writers.py
- __init__.py
- back_translation_op.py
- base_data_augmentation_op.py
- character_flip_op.py
- dictionary.py
- dictionary_replacement_op.py
- distribution_replacement_op.py
- eda_ops.py
- embedding_similarity_replacement_op.py
- machine_translator.py
- sampler.py
- single_annotation_op.py
- text_replacement_op.py
- typo_replacement_op.py
- UDA.py
- word_splitting_op.py
- __init__.py
- base_data_augment_processor.py
- data_aug_processor.py
- README.md
- __init__.py
- bert_based_query_creator.py
- bert_ranker.py
- bert_reranking_processor.py
- __init__.py
- search_processor.py
- __init__.py
- annotation_remover.py
- attribute_masking_processor.py
- delete_overlap_entries.py
- lowercaser_processor.py
- remote_processor.py
- simple_processors.py
- vocabulary_processor.py
- __init__.py
- eliza_processor.py
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- subword_tokenizer.py
- __init__.py
- stave_processor.py
- __init__.py
- machine_translation_processor.py
- pretrained_encoder_processors.py
- __init__.py
- writers.py
- __init__.py
- base_trainer.py
- trainer.py
- __init__.py
- ner_trainer.py
- conll03eval.v2
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- extractor_utils.py
- tagging_scheme.py
- thread.py
- types.py
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- utils_io.py
- utils_processor.py
- __init__.py
- definitions.py
- pipeline.py
- pipeline_component.py
- process_job.py
- process_manager.py
- train_pipeline.py
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- version.py
- .generated
- __init__.py
- base_ontology.py
- metric.py
- payload_ontology.py
- wikipedia.py
- .generated
- __init__.py
- __init__.py
- ag_news.py
- clinical.py
- race_qa.py
- .generated
- build_ontology_specs.sh
- rebuild_ontology_tests.sh
- travis_after_success.sh
- configurable_test.py
- resources_test.py
- converter_test.py
- feature_test.py
- attribute_extractor_test.py
- base_extractor_test.py
- char_extractor_test.py
- seqtagging_extractor_test.py
- __init__.py
- custom_module.py
- __init__.py
- __init__.py
- example_complex_ontology.py
- example_import_ontology.py
- example_ontology.py
- ft_module.py
- race_qa_ontology.py
- sample_ndarray.py
- sample_top_attribute.py
- __init__.py
- base_ontology.json
- example_complex_ontology.json
- example_import_ontology.json
- example_merged_ontology.json
- example_multi_module_ontology.json
- example_ontology.json
- race_qa_onto.json
- test_additional_properties.json
- test_check_onto_file.json
- test_duplicate_attr_name.json
- test_duplicate_attribute.json
- test_duplicate_entry.json
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- test_ndarray_template.json
- test_nested_item_type.json
- test_no_item_type.json
- test_non_string_keys.json
- test_project_configuration.json
- test_self_reference.json
- test_stave_ontology.json
- test_top_attribute.json
- test_unknown_item_type.json
- ndarray_attribute_test.py
- ontology_code_generator_test.py
- ag_news_reader_test.py
- audio_reader_test.py
- base_reader_test.py
- classification_reader_test.py
- conll03_reader_test.py
- conllu_ud_reader_test.py
- corpus_reader_test.py
- deserialize_reader_test.py
- html_reader_test.py
- largemovie_reader_test.py
- ms_marco_passage_reader_test.py
- multipack_sentence_reader_test.py
- ontonotes_reader_test.py
- openie_reader_test.py
- plaintext_reader_test.py
- prodigy_reader_test.py
- race_multi_choice_qa_reader_test.py
- sem_eval_task8_reader_test.py
- sst2_reader_test.py
- stave_reader_test.py
- string_reader_test.py
- audio_annotation_test.py
- data_pack_dataset_test.py
- data_pack_test.py
- data_store_serialization_test.py
- data_store_test.py
- data_utils_test.py
- datapack_type_infer_test.py
- entry_data_structures_test.py
- fixed_size_data_pack_batcher_with_extractor_test.py
- multi_pack_test.py
- selector_test.py
- serialization_tests.py
- span_test.py
- vocabulary_test.py
- squad_dataset_test.py
- db_utils_test.py
- dbpedia_datasets_test.py
- aug_wrapper_test.py
- magic_model_test.py
- audio_tutorial_test.py
- handling_structued_data_test.py
- lazy_loading_test.py
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- sample_embedding.txt.vocab
- sampler_test.py
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- predictor_test.py
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# Installation Guide
1. Get the code
git clone https://github.com/asyml/forte
Downloads the entire project code from GitHub to your computer.
cd forte
Moves into the project folder you just downloaded.
2. Official Install Script
Easy RecommendedPrerequisites
- Python 3 Python is required to use pip.
pip install forte
Installs the package published on PyPI directly β no need to clone the source.
pip install .
Installs the package published on PyPI directly β no need to clone the source.
pip install forte.spacy
Installs the package published on PyPI directly β no need to clone the source.
pip install src/spacy
Installs the package published on PyPI directly β no need to clone the source.
After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.
Pulled directly from this repo's README.
3. Python
EasyPrerequisites
pip install forte
Installs the package published on PyPI directly β no need to clone the source.
pip install .
Installs the package published on PyPI directly β no need to clone the source.
pip install forte.spacy
Installs the package published on PyPI directly β no need to clone the source.
pip install src/spacy
Installs the package published on PyPI directly β no need to clone the source.
If it runs without errors and prints output in the terminal, it worked.
Pulled directly from this repo's README.
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