| ptp/components/models/general_usage/recurrent_neural_network.py | 216 | F 1 wk |
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| ptp/workers/online_trainer.py | 192 | F 5 days |
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| ptp/workers/trainer.py | 341 | F 5 days |
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| ptp/workers/offline_trainer.py | 189 | F 5 days |
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| ptp/components/tasks/text_to_text/translation_pairs.py | 138 | F 5 days |
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| ptp/components/models/vision/convnet_encoder.py | 147 | F 4 days |
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| ptp/components/models/general_usage/seq2seq.py | 121 | F 3 days |
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| ptp/workers/processor.py | 246 | F 3 days |
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| ptp/workers/test_data_dict_parallel.py | 96 | F 3 days |
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| ptp/components/models/vision/generic_image_encoder.py | 103 | F 3 days |
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| ptp/application/pipeline_manager.py | 506 | F 3 days |
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| ptp/components/models/general_usage/attention_decoder.py | 135 | D 2 days |
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| ptp/components/statistics/precision_recall_statistics.py | 192 | D 2 days |
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| ptp/components/component.py | 174 | D 2 days |
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| ptp/utils/data_streams_parallel.py | 127 | D 2 days |
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| ptp/components/tasks/image_text_to_class/vqa_med_2019.py | 542 | D 2 days |
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| ptp/components/tasks/text_to_text/wikitext_language_modeling.py | 103 | D 1 day |
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| ptp/components/tasks/image_to_class/cifar_100.py | 121 | D 1 day |
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| ptp/components/statistics/accuracy_statistics.py | 114 | D 1 day |
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| ptp/components/tasks/image_to_class/mnist.py | 86 | C 1 day |
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| ptp/components/statistics/bleu_statistics.py | 123 | C 1 day |
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| ptp/components/tasks/image_text_to_class/clevr.py | 224 | C 1 day |
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| ptp/components/tasks/image_text_to_class/gqa.py | 190 | C 7 hrs |
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| ptp/components/tasks/text_to_class/wily_ngram_language_modeling.py | 80 | C 7 hrs |
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| ptp/application/sampler_factory.py | 112 | B 6 hrs |
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| ptp/components/tasks/text_to_class/language_identification.py | 46 | B 6 hrs |
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| ptp/components/tasks/image_to_class/simple_molecules.py | 139 | B 5 hrs |
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| ptp/components/language/sentence_indexer.py | 127 | B 5 hrs |
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| ptp/components/models/multi_modal_reasoning/compact_bilinear_pooling.py | 90 | B 4 hrs |
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| ptp/components/language/bow_encoder.py | 63 | B 4 hrs |
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| ptp/components/mixins/embeddings.py | 85 | A 3 hrs |
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| ptp/utils/statistics_collector.py | 176 | A 3 hrs |
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| ptp/components/masking/string_to_mask.py | 53 | A 3 hrs |
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| ptp/configuration/config_parsing.py | 168 | A 3 hrs |
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| ptp/workers/worker.py | 202 | A 3 hrs |
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| ptp/components/tasks/task.py | 129 | A 3 hrs |
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| ptp/application/task_manager.py | 125 | A 2 hrs |
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| ptp/components/models/multi_modal_reasoning/factorized_bilinear_pooling.py | 68 | A 2 hrs |
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| ptp/components/models/multi_modal_reasoning/low_rank_bilinear_pooling.py | 62 | A 2 hrs |
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| ptp/components/models/language/index_embeddings.py | 52 | A 2 hrs |
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| ptp/components/mixins/word_mappings.py | 105 | A 2 hrs |
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| ptp/components/viewers/stream_viewer.py | 58 | A 2 hrs |
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| ptp/components/publishers/stream_file_exporter.py | 75 | A 2 hrs |
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| ptp/components/models/general_usage/feed_forward_network.py | 87 | A 2 hrs |
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| ptp/components/masking/join_masked_predictions.py | 95 | A 2 hrs |
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| ptp/components/tasks/text_to_class/wily_language_identification.py | 35 | A 2 hrs |
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| ptp/configuration/configuration_error.py | 9 | A 1 hr |
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| ptp/utils/termination_condition.py | 9 | A 1 hr |
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| ptp/components/viewers/image_viewer.py | 66 | A 1 hr |
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| ptp/configuration/config_interface.py | 198 | A 1 hr |
|