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QuAcc
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This commit is contained in:
Lorenzo Volpi 2023-10-19 03:00:04 +02:00
parent e1b2b68f26
commit 2263b1ab7d
2 changed files with 13 additions and 31 deletions
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34
quacc/evaluation/report.py
View File

@ -3,27 +3,10 @@ import statistics as stats
import numpy as np
import pandas as pd
def _in_div(s):
return "<div>" + s + "</div>\n"
def _header_footer(s):
return (
"""
<html>
<head>
<style>
.dataframe {
tr:hover {
background-color: aquamarine;
}
}
</style>
</head>
<body>
""" +
s +
"</body></html>"
)
def _fmt_line(s):
return f"> {s} \n"
class EvaluationReport:
def __init__(self, prefix=None):
@ -139,18 +122,17 @@ class EvaluationReport:
def target(self, val):
self._target = val
def to_html(self, *metrics):
res = _in_div("target: " + self.target)
def to_md(self, *metrics):
res = _fmt_line("target: " + self.target)
for k, v in self.prevs.items():
res += _in_div(f"{k}: {str(v)}")
res += _fmt_line(f"{k}: {str(v)}")
for k, v in self.times.items():
res += _in_div(f"{k}: {v:.3f}s")
res += _fmt_line(f"{k}: {v:.3f}s")
res += "\n"
for m in metrics:
res += self.get_dataframe(metrics=m).to_html() + "\n\n"
return _header_footer(res)
return res
@staticmethod
def combine_reports(*args):

2
quacc/main.py
View File

@ -25,7 +25,7 @@ def estimate_comparison():
er = method.evaluate_comparison(DATASET, target=target)
er.target = target
with open(OUTPUT_FILE, "a") as f:
f.write(er.to_html(["acc"], ["f1"]))
f.write(er.to_md(["acc"], ["f1"]))
except Exception:
traceback.print_exc()