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[pre-commit.ci] auto fixes from pre-commit.com hooks

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pre-commit-ci[bot] 2023-06-28 16:05:05 +00:00
parent 477e7793af
commit ad6839576e
1 changed files with 19 additions and 11 deletions
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30
INFERENCE CALCULATOR.py
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@ -1,17 +1,24 @@
from flask import Flask, request, jsonify
import numpy as np
from flask import Flask, request, render_template
import numpy as np import numpy as np
from flask import Flask
from flask import jsonify
from flask import render_template
from flask import request
app = Flask(__name__) app = Flask(__name__)
@app.route('/', methods=['GET', 'POST'])
@app.route("/", methods=["GET", "POST"])
def home(): def home():
result = None result = None
if request.method == 'POST': if request.method == "POST":
# Get the comma-separated string, split by commas, and convert to integer # Get the comma-separated string, split by commas, and convert to integer
s_data = np.array([int(i) for i in request.form.get('s_data', '').split(',') if i]) s_data = np.array(
ns_data = np.array([int(i) for i in request.form.get('ns_data', '').split(',') if i]) [int(i) for i in request.form.get("s_data", "").split(",") if i]
)
ns_data = np.array(
[int(i) for i in request.form.get("ns_data", "").split(",") if i]
)
total = sum(s_data) + sum(ns_data) total = sum(s_data) + sum(ns_data)
@ -26,7 +33,7 @@ def home():
posterior_s = s_data / sum(s_data) posterior_s = s_data / sum(s_data)
posterior_ns = ns_data / sum(ns_data) posterior_ns = ns_data / sum(ns_data)
#likelihood # likelihood
likelihood_s = marginal_prob_s likelihood_s = marginal_prob_s
likelihood_ns = marginal_prob_ns likelihood_ns = marginal_prob_ns
@ -38,10 +45,11 @@ def home():
"LIKELIHOOD_S": likelihood_s.tolist(), "LIKELIHOOD_S": likelihood_s.tolist(),
"LIKELIHOOD_NS": likelihood_ns.tolist(), "LIKELIHOOD_NS": likelihood_ns.tolist(),
"POSTERIOR_S": posterior_s.tolist(), "POSTERIOR_S": posterior_s.tolist(),
"POSTERIOR_NS": posterior_ns.tolist() "POSTERIOR_NS": posterior_ns.tolist(),
} }
return render_template('index.html', result=result) return render_template("index.html", result=result)
if __name__ == '__main__':
if __name__ == "__main__":
app.run(debug=True) app.run(debug=True)