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MAINT: update munging #7

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MAINT: update munging #7

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440d213
MAINT: update munging
stsievert Jul 26, 2018
0f540b0
MAINT: add zeros to features
stsievert Jul 26, 2018
f146728
MAINT: add spatial coords
stsievert Jul 26, 2018
e336808
Add comment
stsievert Jul 26, 2018
828b1cd
MAINT: implement linear model
stsievert Jul 30, 2018
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14 changes: 9 additions & 5 deletions examples/Carbon_Flux.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -67,10 +67,14 @@
" limit = -9990\n",
" for i in range(50):\n",
" df = df.replace(limit - i, np.nan)\n",
" \n",
" i = [col in df.columns for col in drop]\n",
" \n",
" assert all([col in df.columns for col in drop])\n",
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@jbednar jbednar Jul 26, 2018 •
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Can you add a comment explaining what this bit does (i.e. what the intention is; here and below)?

" df.drop(columns=drop, inplace=True)\n",
" i = [col in df.columns for col in drop]\n",
" assert not all([col in df.columns for col in drop])\n",
" for col in keep:\n",
" if col not in df.columns:\n",
" if 'SWC_F' in col or 'TS_F' in col:\n",
" df[col] = 0\n",
" \n",
" df = df.fillna(0)\n",
" df['DOY'] = df['TIMESTAMP'].apply(_parse_days) \n",
Expand All @@ -96,8 +100,8 @@
" 'SW_IN_ERA',\n",
" 'LW_IN_ERA',\n",
" 'WS_ERA',\n",
" 'SWC_F_MDS_1', #'SWC_F_MDS_2', 'SWC_F_MDS_3',\n",
" 'TS_F_MDS_1', #'TS_F_MDS_2', 'TS_F_MDS_3',\n",
" 'SWC_F_MDS_1', 'SWC_F_MDS_2', 'SWC_F_MDS_3',\n",
" 'TS_F_MDS_1', 'TS_F_MDS_2', 'TS_F_MDS_3',\n",
" 'VPD_ERA',\n",
" 'DOY']\n",
" drop = [\"GPP_DT_VUT_USTAR50\",\n",
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