Sky Cone

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Algorithm		Category	Documentation URL
AutoGluon-Tabular	Tabular	Supervised learning?	AutoGluon-Tabular
CatBoost	Tabular	Supervised learning	CatBoost
Factorization Machines	Tabular	Supervised learning	Factorization Machines Algorithm
K-Nearest Neighbors (k-NN)	Tabular	Supervised learning	K-Nearest Neighbors (k-NN) Algorithm
LightGBM	Tabular	Supervised learning	LightGBM
Linear Learner	Tabular	Supervised learning	Linear Learner Algorithm
TabTransformer	Tabular	Supervised learning	TabTransformer
XGBoost	Tabular	Supervised learning	XGBoost algorithm with Amazon SageMaker AI
BlazingText	Text	Supervised learning & Unsupervised learning	BlazingText algorithm
Latent Dirichlet Allocation (LDA)	Text	Unsupervised learning	Latent Dirichlet Allocation (LDA) Algorithm
Neural Topic Model (NTM)	Text	Unsupervised learning	Neural Topic Model (NTM) Algorithm
Object2Vec	Text		Object2Vec Algorithm
Sequence-to-Sequence	Text	Supervised learning	Sequence-to-Sequence Algorithm
Text Classification - TensorFlow	Text	Supervised learning	Text Classification - TensorFlow
DeepAR Forecasting	Time-Series	Supervised learning	Use the SageMaker AI DeepAR forecasting algorithm
IP Insights	Unsupervised	Unsupervised learning	IP Insights
K-Means	Unsupervised	Unsupervised learning	K-Means Algorithm
Principal Component Analysis (PCA)	Unsupervised	Unsupervised learning	Principal Component Analysis (PCA) Algorithm
Random Cut Forest (RCF) Algorithm	Unsupervised	Unsupervised learning	Random Cut Forest (RCF) Algorithm
Image Classification - MXNet	Vision	Supervised learning	Image Classification - MXNet
Image Classification - TensorFlow	Vision	Supervised learning	Image Classification - TensorFlow
Object Detection - MXNet	Vision	Supervised learning	Object Detection - MXNet
Object Detection - TensorFlow	Vision	Supervised learning	Object Detection - TensorFlow
Semantic Segmentation Algorithm	Vision	Supervised learning?	Semantic Segmentation Algorithm

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References