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tonyhu's Projects

autogluon icon autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

autogluon-cloud icon autogluon-cloud

Autogluon-cloud aims to provide user tools to train, fine-tune and deploy AutoGluon backed models on the cloud. With just a few lines of codes, users could train a model and perform inference on the cloud without worrying about MLOps details such as resource management

deep-learning-containers icon deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

mlops-e2e icon mlops-e2e

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

mm-cot icon mm-cot

Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)

sagemaker-distribution icon sagemaker-distribution

A set of Docker images that include popular frameworks for machine learning, data science and visualization.

vertex-ai-samples icon vertex-ai-samples

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

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