Feat/transformers v2 #71
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…pipeline. Cache can now be disabled using the `disable_cache` parameter. Added support for fitting and transforming using the same class instance. Simplified the composite pattern for transformers. Transformer steps in pipeline needs the `fit=` parameter. Reusing the same transformer will count towards the cache limit unless a different `cache_group` is specified. Please refer to the `Australia Rain Classification.ipynb` for examples.
… refactoring the `LRUCacheMixin`.
…and better SageMaker support. Arrow file format is no longer used for storing output in the cache.
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