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from flask import Flask, request, jsonify
import pandas as pd
from nn.nn import NN
from nn import train as train_nn
app = Flask(__name__)
@app.route("/neural-network", methods=["POST"])
def neural_net():
args = request.json
try:
net = NN.from_dict(args)
df = pd.read_csv(args.pop("data"))
except Exception as e:
return jsonify({
"bad request": f"could not read csv data: {e}",
})
result = train_nn(nn=net)
return jsonify(result)
if __name__ == "__main__":
app.run(debug=True)
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