Built-in AlgorithmsΒΆ
Built-in algorithms are offered in 2 modes:
Container mode algorithms offered through Estimators & Amazon Estimators
Script mode algorithms based on pre-built SageMaker Docker Images offered through Estimators
- Amazon Estimators
- Tabular
- Text
- Blazing Text
- LDA
- NTM
- Object2Vec
- Sequence-to-Sequence
- Text Classification - TensorFlow
- Sentence Pair Classification - TensorFlow
- Sentence Pair Classification - HuggingFace
- Question Answering - PyTorch
- Named Entity Recognition - HuggingFace
- Text Summarization - HuggingFace
- Text Generation - HuggingFace
- Machine Translation - HuggingFace
- Time-series
- Unsupervised
- Vision
- Image Classification - TensorFlow
- Image Classification - PyTorch
- Image Classification - MxNet
- Image Embedding - TensorFlow
- Instance Segmentation - MXNet
- Object Detection - TensorFlow
- Object Detection - PyTorch
- Object Detection - MxNet GluonCV
- Object Detection - MxNet
- Semantic Segmentation - MxNet GluonCV
- Semantic Segmentation - MxNet
- Text Embedding - TensorFlow, MxNet