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f9846ff
1
Parent(s):
c504867
updating requirements.txt and cleaning things up. Thought it would be working but for some reason requests from postman are not making it to the api
Browse files- app.py +3 -7
- neural_network/neural_network.py +0 -1
- requirements.txt +1 -3
app.py
CHANGED
@@ -28,6 +28,7 @@ def not_valid(params: dict):
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@app.route("/", methods=["GET"])
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def index():
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params = request.json
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error_message = not_valid(params=params)
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if error_message:
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return make_response(error_message, 400)
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@@ -39,13 +40,8 @@ def index():
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# in the future instead of a random data set
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# we should do a more real one like palmer penguins
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X, y = random_dataset(100, 10)
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-
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X=X,
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y=y,
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args=args,
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)
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)
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if __name__ == '__main__':
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@app.route("/", methods=["GET"])
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def index():
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params = request.json
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print(params)
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error_message = not_valid(params=params)
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if error_message:
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return make_response(error_message, 400)
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# in the future instead of a random data set
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# we should do a more real one like palmer penguins
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X, y = random_dataset(100, 10)
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model = algorithm(X, y, args)
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return jsonify(model)
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if __name__ == '__main__':
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neural_network/neural_network.py
CHANGED
@@ -25,7 +25,6 @@ class NeuralNetwork:
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return self.compute_node(n1, self.w2, self.b2, self.activation_func)
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def set_loss_hist(self, loss_hist: list) -> None:
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assert (isinstance(loss_hist, list))
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self.loss_history = loss_hist
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def eval(self, X_test, y_test) -> None:
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return self.compute_node(n1, self.w2, self.b2, self.activation_func)
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def set_loss_hist(self, loss_hist: list) -> None:
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self.loss_history = loss_hist
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def eval(self, X_test, y_test) -> None:
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requirements.txt
CHANGED
@@ -2,7 +2,5 @@ Flask==2.2.3
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gunicorn==20.1.0
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numpy~=1.24.2
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matplotlib~=3.7.1
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scikit-learn~=1.2.2
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seaborn~=0.12.2
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tqdm~=4.65.0
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gunicorn==20.1.0
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numpy~=1.24.2
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scikit-learn~=1.2.2
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seaborn~=0.12.2
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