github meteofrance/mfai v2.0.0

latest releases: v6.2.0, v6.1.0, v6.0.0...
7 months ago

mfai v2.0.0

Dependencies changes

  • pytorch >= 2.4 -> v2.5
  • timm >= 1.0.11

API changes

  • NamedTensor: remove bare_tensor parameter from functions and change default return type. PR#49
  • Model registry: mfai.torch.models.nn_architectures: [ModelType, list[ModelABC]. PR#50
  • SegmentationLightningModule: moved to mfai.torch.lightning_module. PR#62
  • SegmentationLightningModule: test metrics managed with a pytorch MetricCollection. PR#68
  • Tokenizers: MiniTokenizer becomes MiniGPT2Tokenizer class and base_tokenizer becomes gpt2_tokenizer. PR#35
  • UNet: Classes with the word "unet" in their name have been standardized to be spelled "UNet". PR#72
  • CSINeighborhood: fixed typo in class name. PR#73

Features

  • Addition of PanguWeather. PR#46
  • CLIP. PR#30
  • Ability to add special tokens in tokenizers. PR#31
  • Type hinted source code

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