Serverless Machine Learning
Examples of deploying scikit, spaCy and Keras (TensorFlow) machine learning models to AWS Lambda with Serverless framework and Python 3.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Flogo | 2,358 | a year ago | 1 | November 30, 2020 | 123 | bsd-3-clause | CSS | |||
| Project Flogo is an open source ecosystem of opinionated event-driven capabilities to simplify building efficient & modern serverless functions, microservices & edge apps. | ||||||||||
| Weekly.manong.io | 1,909 | 2 years ago | 1 | |||||||
| 码农周刊 - 每周五发送，欢迎订阅！欢迎加入读者圈子，一起交流！ | ||||||||||
| Lambda Packs | 1,100 | 6 months ago | 13 | mit | Python | |||||
| Precompiled packages for AWS Lambda | ||||||||||
| Hydro Serving | 248 | 2 years ago | 2 | apache-2.0 | Mustache | |||||
| MLOps Platform | ||||||||||
| Aws Lambda Docker Serverless Inference | 88 | 4 months ago | 4 | mit-0 | Jupyter Notebook | |||||
| Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support. | ||||||||||
| Serverless Ephemeral | 68 |  | 2 | 1 | 2 years ago | 19 | April 20, 2021 | 11 | JavaScript | |
| This is a Serverless Framework plugin that helps bundling any stateless zipped library to AWS Lambda. | ||||||||||
| Tensorflow Lambda Layer | 65 | 5 years ago | 6 | mit | Shell | |||||
| Lets you import Tensorflow + Keras from an AWS lambda | ||||||||||
| Rpizero_smart_camera3 | 54 | 5 years ago | 2 | Python | ||||||
| Smart security camera with Raspberry Pi Zero and OpenFaaS | ||||||||||
| Tensorflow_to_lambda_serverless | 50 | 7 years ago | Python | |||||||
| Serve tensorflow models prediction from AWS lambda endpoints | ||||||||||
| Findme | 42 | 5 years ago | mit | JavaScript | ||||||
| serverless application to find unlabelled photos of you on twitter using machine learning (tensorflow.js). | ||||||||||
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Python
Deep Learning
Machine Learning
Amazon Web Services
Tensorflow
Deployment
Lambda Functions
Keras
Serverless
Aws Lambda
Scikit Learn
Serverless Framework
Spacy