modlee package

Subpackages

• modlee.model package
  • Submodules
    • modlee.model.callbacks module
      • DataMetafeaturesCallback
      • LogCodeTextCallback
      • LogONNXCallback
      • LogOutputCallback
      • LogParamsCallback
      • LogTransformsCallback
      • ModleeCallback
      • PushServerCallback
    • modlee.model.image_model module
      • ImageCallback
      • ModleeImageModel
    • modlee.model.model module
      • ModleeModel
      • SimpleDataset
      • SimpleModel
    • modlee.model.recommended_model module
      • RecommendedModel
  • Module contents
• modlee.recommender package
  • Submodules
    • modlee.recommender.image_recommender module
      • ImageClassificationRecommender
      • ImageRecommender
      • ImageSegmentationRecommender
    • modlee.recommender.recommender module
      • Recommender
  • Module contents
    • from_modality_task()

Submodules

• modlee.client module
  • ModleeClient
    • ModleeClient.available
    • ModleeClient.get()
    • ModleeClient.get_attr()
    • ModleeClient.get_callable()
    • ModleeClient.get_module()
    • ModleeClient.get_script()
    • ModleeClient.login()
    • ModleeClient.post()
    • ModleeClient.post_file()
    • ModleeClient.post_run()
    • ModleeClient.post_run_as_json()
• modlee.config module
• modlee.converter module
  • Converter
    • Converter.cast_gather_layer()
    • Converter.cast_tile_layer()
    • Converter.code2torch()
    • Converter.code_path2torch()
    • Converter.dict2code()
    • Converter.get_attr_name()
    • Converter.get_forward()
    • Converter.get_init()
    • Converter.get_init_module_state_dict_str()
    • Converter.get_inner_string()
    • Converter.get_model_attr_on_line()
    • Converter.get_model_attrs_in_forward()
    • Converter.get_model_code()
    • Converter.get_params_for_attr()
    • Converter.get_type_string()
    • Converter.init_graph_tensors()
    • Converter.init_onnx_params()
    • Converter.init_onnx_tensors()
    • Converter.onnx2onnx_gs()
    • Converter.onnx2onnx_text()
    • Converter.onnx2torch()
    • Converter.onnx_file2onnx_graph()
    • Converter.onnx_file2torch()
    • Converter.onnx_file2torch_model()
    • Converter.onnx_graph2onnx_text()
    • Converter.onnx_graph2torch_model()
    • Converter.onnx_parameterless2onnx()
    • Converter.onnx_path2torch()
    • Converter.onnx_text2code()
    • Converter.onnx_text2onnx()
    • Converter.onnx_text2onnx_graph()
    • Converter.onnx_text2torch()
    • Converter.onnx_text2torch_code()
    • Converter.onnx_text2torch_model()
    • Converter.onnx_text_file2onnx()
    • Converter.onnx_uninit2torch()
    • Converter.refactor_bool_layer()
    • Converter.refactor_inf()
    • Converter.refactor_leading_number()
    • Converter.remove_identity()
    • Converter.save_code()
    • Converter.save_torch()
    • Converter.tensor2init_code()
    • Converter.torch2code()
    • Converter.torch2onnx()
    • Converter.torch2onnx_text()
    • Converter.torch2torch()
    • Converter.torch2torch_graph()
    • Converter.torch_code2torch_model()
    • Converter.torch_file2torch_model()
    • Converter.torch_graph2code()
    • Converter.torch_model2onnx_graph()
    • Converter.torch_model2onnx_text()
    • Converter.torch_model2torch_code()
    • Converter.torch_model2torch_model()
• modlee.data_metafeatures module
  • DataMetafeatures
    • DataMetafeatures.get_features()
    • DataMetafeatures.get_mfe_features()
    • DataMetafeatures.get_mfe_on_batch()
    • DataMetafeatures.get_raw_batch_elements()
    • DataMetafeatures.get_stats()
    • DataMetafeatures.get_stats_rep()
  • ImageDataMetafeatures
    • ImageDataMetafeatures.get_raw_batch_elements()
  • bench_kmeans_unsupervised()
  • extract_features_from_model()
  • get_image_features()
  • manipulate_x_1()
  • manipulate_x_2()
  • manipulate_x_3()
  • manipulate_x_4()
  • manipulate_x_5()
  • pad_image_channels()
  • sample_dataloader()
  • sample_image_channels()
  • sample_image_from_video()
• modlee.exp_loss_logger module
  • extract_loss_functions()
  • get_exp_loss_for_model()
• modlee.loss_sweeper module
• modlee.model_text_converter module
  • exhaust_sequence_branch()
  • get_code_text()
  • get_code_text_for_model()
  • save_code_text_for_model()
• modlee.modlee_image_model module
  • ImageCallback
    • ImageCallback.on_validation_batch_end()
  • ModleeImageModel
    • ModleeImageModel.configure_callbacks()
• modlee.retriever module
  • get_cached_vars()
  • get_data_snapshot()
  • get_model()
  • get_runs()
  • run_path_exists()
• modlee.trainer module
  • Trainer
• modlee.utils module
  • apply_discretize_to_summary()
  • closest_power_of_2()
  • convert_to_scientific()
  • discretize()
  • get_fashion_mnist()
  • get_model_size()
  • is_cacheable()
  • last_run_path()
  • quantize()
  • quantize_dict()
  • safe_mkdir()
  • save_run()
  • save_run_as_json()
  • typewriter_print()
  • uri_to_path()

Module contents

Modlee package.