amazon-sagemaker-local-mode
aws-lambda-docker-serverless-inference
| amazon-sagemaker-local-mode | aws-lambda-docker-serverless-inference | |
|---|---|---|
| 1 | 1 | |
| 232 | 92 | |
| 1.3% | - | |
| 7.7 | 4.0 | |
| about 1 month ago | about 1 month ago | |
| Python | Jupyter Notebook | |
| MIT No Attribution | MIT No Attribution |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
amazon-sagemaker-local-mode
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Debugging Python Code in Amazon SageMaker Locally Using Visual Studio Code and PyCharm: A Step-by-Step Guide
git clone https://github.com/aws-samples/amazon-sagemaker-local-mode/ cd amazon-sagemaker-local-mode/general_pipeline_local_debug python3 -m venv .venv source .venv/bin/activate pip install jupyter jupyter lab
aws-lambda-docker-serverless-inference
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AWS - NLP newsletter - 2021. Aug.
GitHub: Train a BlazingText text classification algorithm in SageMaker, inference with AWS Lambda
What are some alternatives?
quick-deploy - Optimize, convert and deploy machine learning models as fast inference API using Triton and ORT. Currently support Hugging Face transformers, PyToch, Tensorflow, SKLearn and XGBoost models.
amazon-sagemaker-examples - Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠Amazon SageMaker.
mljar-supervised - Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
ganbert-pytorch - Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
mars - Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
keytotext - Keywords to Sentences
nebuly - The user analytics platform for LLMs
jetson-containers - Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
pinferencia - Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
multi-label-sentiment-classifier - How to build a multi-label sentiment classifiers with Tez and PyTorch
python-machine-learning-book-3rd-edition - The "Python Machine Learning (3rd edition)" book code repository
hugging-face-workshop - A 90-minute hands on workshop about Hugging Face on SageMaker.