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amazon-sagemaker-lab

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torchdistill

yoshitomo-matsubara /torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

nlp natural-language-processing text-classification glue pytorch transformer imagenet image-classification coco object-detection semantic-segmentation knowledge-distillation cifar10 pascal-voc cifar100 google-colab colab-notebook amazon-sagemaker-lab pytorch-ecosystem

UpdatedNov 16, 2025
Python

aws /studio-lab-examples

Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!

training aws machine-learning deep-learning deploy inference sagemaker huggingface amazon-sagemaker-lab sagemaker-studio-lab

UpdatedAug 24, 2024
Jupyter Notebook

aws-samples /aws-ml-enablement-workshop

組織横断的にチームを組成し、機械学習による成長サイクルを実現する計画を立てるワークショップ

machine-learning amazon-sagemaker-lab

UpdatedDec 15, 2025
Jupyter Notebook

icoxfog417 /mlnote-note

機械学習帳を学ぶノート

machine-learning amazon-sagemaker-lab

UpdatedDec 25, 2022
Jupyter Notebook

aws-sagemaker-jp /awesome-studio-lab-jp

SageMaker Studio Labの教材を紹介するリポジトリ。

training aws machine-learning amazon-sagemaker-lab sagemaker-studio-lab

UpdatedMay 15, 2024

SatelliteVu /SatelliteVu-AWS-Disaster-Response-Hackathon

Satellite Vu submission for the AWS Disaster Response hackathon

machine-learning deep-learning unet fire-prediction amazon-sagemaker-lab

UpdatedApr 12, 2022
Jupyter Notebook

Ashleshk /Practical-Data-Science-on-the-AWS-Cloud-Specialization

@DeepLearning.AI Practical Data Science Specialization brings together these disciplines using purpose-built ML tools in the AWS cloud. It has helped me to develop the practical skills to effectively deploy your data science projects and overcome challenges at each step of the ML workflow using Amazon SageMaker.

aws-s3 ml aws-cloudwatch sagemaker amazon-sagemaker mlops amazon-sagemaker-lab aws-hyperparameter

UpdatedOct 30, 2022
Jupyter Notebook

machinelearnear /video-super-resolution-youtube

aws machine-learning deep-learning pytorch video-super-resolution pytorch-implementation amazon-sagemaker-lab

UpdatedApr 4, 2022
Jupyter Notebook

icoxfog417 /datascience-template

Data science project template

machine-learning jupyter-notebook datascience amazon-sagemaker-lab

UpdatedDec 8, 2022
Jupyter Notebook

SrzStephen /DisaVu

A disaster response solution that helps allocate resources to where they're needed.

python rust aws machine-learning typescript rust-lang disaster-response fastai2 amazon-sagemaker-lab sagemaker-studio-lab

UpdatedJun 14, 2022
Jupyter Notebook

machinelearnear /use-gradio-streamlit-sagemaker-studiolab

aws gradio huggingface streamlit amazon-sagemaker-lab

UpdatedApr 7, 2022
Jupyter Notebook

machinelearnear /large-scale-object-detection-with-sahi-detectron2

aws computer-vision deep-learning pytorch object-detection sahi detectron2 amazon-sagemaker-lab

UpdatedApr 26, 2022
Jupyter Notebook

machinelearnear /open-hf-spaces-in-studiolab

template for duplicating and executing Hugging Face Spaces either on SM Studio Lab, Google Colab, or locally.

python aws machine-learning deep-learning huggingface amazon-sagemaker-lab

UpdatedJan 9, 2023
Jupyter Notebook

machinelearnear /long-audio-transcription-spanish

aws speech-recognition spanish asr huggingface amazon-sagemaker-lab

UpdatedMay 2, 2022
Jupyter Notebook

aws-samples /aws-esg-evaluation-handson

Machine Learning for ESG evaluation

natural-language-processing amazon-sagemaker-lab

UpdatedJun 10, 2022
Jupyter Notebook

machinelearnear /amazon-textract-workbench

aws machine-learning textract amazon-sagemaker-lab

UpdatedMay 5, 2022
Jupyter Notebook

machinelearnear /detic-detecting-20k-classes-using-image-level-supervision

aws machine-learning computer-vision pytorch image-segmentation amazon-sagemaker-lab

UpdatedApr 7, 2022
Jupyter Notebook

machinelearnear /sagemaker-studio-lab-quickstart

aws machine-learning deep-learning amazon-sagemaker-lab

UpdatedApr 7, 2022
Jupyter Notebook

machinelearnear /asr-restore-punctuation-summarization-biomedical-ehr

nlp machine-learning natural-language-processing pytorch speech-recognition aws-sagemaker amazon-sagemaker-lab

UpdatedMay 18, 2022
Jupyter Notebook

machinelearnear /openai-glide-text2im

aws machine-learning deep-learning pytorch generative-art diffusion-models amazon-sagemaker-lab

UpdatedApr 7, 2022
Jupyter Notebook

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