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Deploying machine learning models Classical workflow
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Classroom Contents
Pyodide - A Python Distribution for the Browser
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- 1 Intro
- 2 Serverless Python apps for the web?
- 3 What is WebAssembly?
- 4 The emscripten build toolchain
- 5 Pyodide Components
- 6 Upstream CPython WASM work
- 7 Related projects
- 8 Pure Python packages with micropip
- 9 Packages with binary extensions
- 10 Supported Python packages in Pyodide
- 11 Foreign function interface (JS # Python)
- 12 Example: Python utils from JavaScript
- 13 Example: random sample
- 14 Examples: fetch API from Python
- 15 Examples: Buffers
- 16 Emscripten Host Environment
- 17 Client-only Architecture
- 18 Client-only Web Apps in Python
- 19 A growing ecosystem
- 20 Notebook environments
- 21 Pyodide in Education
- 22 Deploying machine learning models Classical workflow
- 23 Deploying scikit-learn models in Pyodide Use pickle?
- 24 Classifier decision boundary example
- 25 Packaging Scipy and Fortran
- 26 Function Pointer Cast Handling
- 27 Getting http.client to work (WIP)
- 28 Asyncio in the browser
- 29 Download sizes for packages
- 30 Make Python package sizes web friendly
- 31 Roadmap
- 32 Acknowledgement
