modlee

Getting started

  • modlee
    • Introduction
    • Installation
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      • Source
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    • Usage
      • Document
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    • Support
      • Contributing
      • Issues
      • Community
    • Roadmap

API Reference

  • modlee package
    • Subpackages
      • modlee.model package
        • Submodules
        • Module contents
      • modlee.recommender package
        • Submodules
        • Module contents
    • Submodules
      • modlee.client module
        • ModleeClient
      • modlee.config module
      • modlee.converter module
        • Converter
      • modlee.data_metafeatures module
        • DataMetafeatures
        • ImageDataMetafeatures
        • 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
        • ModleeImageModel
      • 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

Examples

  • Automate experiment documentation
  • Automate model recommendation

Links

  • modlee.ai
  • modlee Dashboard
  • Discord
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