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mmlearn 0.1.0b2 documentation
mmlearn 0.1.0b2 documentation
  • Installation
  • User Guide
  • Contributing to mmlearn
  • API Reference
    • mmlearn.conf package
    • mmlearn.datasets package
      • mmlearn.datasets.core package
        • mmlearn.datasets.core.combined_dataset module
        • mmlearn.datasets.core.data_collator module
        • mmlearn.datasets.core.example module
        • mmlearn.datasets.core.modalities module
        • mmlearn.datasets.core.samplers module
      • mmlearn.datasets.processors package
        • mmlearn.datasets.processors.masking module
        • mmlearn.datasets.processors.tokenizers module
        • mmlearn.datasets.processors.transforms module
      • mmlearn.datasets.chexpert module
      • mmlearn.datasets.imagenet module
      • mmlearn.datasets.librispeech module
      • mmlearn.datasets.llvip module
      • mmlearn.datasets.nihcxr module
      • mmlearn.datasets.nyuv2 module
      • mmlearn.datasets.sunrgbd module
    • mmlearn.hf_utils module
    • mmlearn.modules package
      • mmlearn.modules.encoders package
        • mmlearn.modules.encoders.clip module
        • mmlearn.modules.encoders.text module
        • mmlearn.modules.encoders.vision module
      • mmlearn.modules.layers package
        • mmlearn.modules.layers.attention module
        • mmlearn.modules.layers.embedding module
        • mmlearn.modules.layers.logit_scaling module
        • mmlearn.modules.layers.mlp module
        • mmlearn.modules.layers.normalization module
        • mmlearn.modules.layers.patch_dropout module
        • mmlearn.modules.layers.transformer_block module
      • mmlearn.modules.losses package
        • mmlearn.modules.losses.contrastive module
        • mmlearn.modules.losses.data2vec module
      • mmlearn.modules.lr_schedulers package
        • mmlearn.modules.lr_schedulers.linear_warmup_cosine_lr module
      • mmlearn.modules.metrics package
        • mmlearn.modules.metrics.retrieval_recall module
      • mmlearn.modules.ema module
    • mmlearn.tasks package
      • mmlearn.tasks.base module
      • mmlearn.tasks.contrastive_pretraining module
      • mmlearn.tasks.hooks module
      • mmlearn.tasks.ijepa module
      • mmlearn.tasks.zero_shot_classification module
      • mmlearn.tasks.zero_shot_retrieval module
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mmlearn.modules.losses package¶

Loss functions.

Submodules¶

  • mmlearn.modules.losses.contrastive module
    • ContrastiveLoss
      • ContrastiveLoss.forward()
  • mmlearn.modules.losses.data2vec module
    • Data2VecLoss
      • Data2VecLoss.forward()
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mmlearn.modules.losses.contrastive module
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