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Dev plot #32

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Merged
xionghuichen merged 2 commits into from
Nov 25, 2022
Merged

Dev plot #32

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e50c862
feat(plot): add multiply-metric plotting mode. add demos of plotting …
xionghuichen Nov 24, 2022
224daa9
refactor(easy_plot): ordered metrics for multiple-metric plotting
xionghuichen Nov 25, 2022
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9 changes: 6 additions & 3 deletions RLA/easy_plot/plot_util.py
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Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,6 @@
import os
import numpy as np
import pandas
from collections import defaultdict, namedtuple
import seaborn as sns
from collections import defaultdict, namedtuple
from RLA.easy_log.logger import read_json, read_csv
Expand Down Expand Up @@ -402,7 +401,7 @@ def plot_results(
# figsize = list(figsize)
# figsize[0] += 4
# figsize = tuple(figsize)
f, axarr = plt.subplots(nrows, ncols, sharex=False, squeeze=False, figsize=figsize)
f, axarr = plt.subplots(nrows, ncols, sharex=False, squeeze=False, figsize=figsize, dpi=90 * ncols)
groups = []
for results in allresults:
groups.extend(group_fn(results)[0])
Expand All @@ -414,7 +413,11 @@ def plot_results(
# if average_group:
# resample = resample or default_samples
lgd = None
for (isplit, sk) in enumerate(sorted(sk2r.keys())):
if split_by_metrics:
keys = metrics
else:
keys = sorted(sk2r.keys())
for (isplit, sk) in enumerate(keys):
g2l = {}
g2lf = {}
g2c = defaultdict(int)
Expand Down
61 changes: 20 additions & 41 deletions example/plot_res.ipynb
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3 changes: 2 additions & 1 deletion setup.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,7 @@
"pathspec",
'tensorboardX',
'pysftp',
'typing'
'typing',
'matplotlib>=3.4' # for supylabel and supxlabel
]
)
233 changes: 124 additions & 109 deletions test/test_plot.ipynb
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