initial commit

Author: nickc1

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+.ipynb_checkpoints

Dockerfile

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+FROM tiangolo/uvicorn-gunicorn-fastapi:python3.7
+
+COPY ./app /app

README.md

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+How to train a simple sklearn model, pickle it, and build an API with fastapi.
+
+Deployment to AWS will be covered in the future.
+
+To follow this post, you should be familiar with:
+
+1. Scikit-learn
+2. Docker
+3. Basics of an API
+
+# Training the model
+

app/main.py

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+from fastapi import FastAPI
+
+app = FastAPI()
+
+
+@app.get("/")
+def read_root():
+    return {"Hello": "World"}
+
+
+@app.get("/items/{item_id}")
+def read_item(item_id: int, q: str = None):
+    return {"item_id": item_id, "q": q}