125 lines
7.9 KiB
Plaintext
125 lines
7.9 KiB
Plaintext
Traceback (most recent call last):
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File "/Users/mhjensen/miniforge3/lib/python3.9/site-packages/jupyter_cache/executors/utils.py", line 58, in single_nb_execution
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executenb(
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File "/Users/mhjensen/miniforge3/lib/python3.9/site-packages/nbclient/client.py", line 1305, in execute
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return NotebookClient(nb=nb, resources=resources, km=km, **kwargs).execute()
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File "/Users/mhjensen/miniforge3/lib/python3.9/site-packages/jupyter_core/utils/__init__.py", line 166, in wrapped
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return loop.run_until_complete(inner)
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File "/Users/mhjensen/miniforge3/lib/python3.9/asyncio/base_events.py", line 647, in run_until_complete
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return future.result()
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File "/Users/mhjensen/miniforge3/lib/python3.9/site-packages/nbclient/client.py", line 705, in async_execute
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await self.async_execute_cell(
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File "/Users/mhjensen/miniforge3/lib/python3.9/site-packages/nbclient/client.py", line 1058, in async_execute_cell
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await self._check_raise_for_error(cell, cell_index, exec_reply)
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File "/Users/mhjensen/miniforge3/lib/python3.9/site-packages/nbclient/client.py", line 914, in _check_raise_for_error
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raise CellExecutionError.from_cell_and_msg(cell, exec_reply_content)
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nbclient.exceptions.CellExecutionError: An error occurred while executing the following cell:
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------------------
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%matplotlib inline
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# Common imports
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import os
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import numpy as np
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import pandas as pd
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import matplotlib.pyplot as plt
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from sklearn.linear_model import LinearRegression, Ridge, Lasso
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from sklearn.model_selection import train_test_split
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from sklearn.utils import resample
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from sklearn.metrics import mean_squared_error
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from IPython.display import display
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from pylab import plt, mpl
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plt.style.use('seaborn')
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mpl.rcParams['font.family'] = 'serif'
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# Where to save the figures and data files
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PROJECT_ROOT_DIR = "Results"
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FIGURE_ID = "Results/FigureFiles"
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DATA_ID = "DataFiles/"
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if not os.path.exists(PROJECT_ROOT_DIR):
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os.mkdir(PROJECT_ROOT_DIR)
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if not os.path.exists(FIGURE_ID):
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os.makedirs(FIGURE_ID)
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if not os.path.exists(DATA_ID):
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os.makedirs(DATA_ID)
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def image_path(fig_id):
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return os.path.join(FIGURE_ID, fig_id)
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def data_path(dat_id):
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return os.path.join(DATA_ID, dat_id)
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def save_fig(fig_id):
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plt.savefig(image_path(fig_id) + ".png", format='png')
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infile = open(data_path("chddata.csv"),'r')
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# Read the chd data as csv file and organize the data into arrays with age group, age, and chd
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chd = pd.read_csv(infile, names=('ID', 'Age', 'Agegroup', 'CHD'))
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chd.columns = ['ID', 'Age', 'Agegroup', 'CHD']
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output = chd['CHD']
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age = chd['Age']
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agegroup = chd['Agegroup']
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numberID = chd['ID']
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display(chd)
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plt.scatter(age, output, marker='o')
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plt.axis([18,70.0,-0.1, 1.2])
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plt.xlabel(r'Age')
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plt.ylabel(r'CHD')
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plt.title(r'Age distribution and Coronary heart disease')
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plt.show()
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------------------
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[0;31m---------------------------------------------------------------------------[0m
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[0;31mModuleNotFoundError[0m Traceback (most recent call last)
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Cell [0;32mIn[1], line 1[0m
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[0;32m----> 1[0m [43mget_ipython[49m[43m([49m[43m)[49m[38;5;241;43m.[39;49m[43mrun_line_magic[49m[43m([49m[38;5;124;43m'[39;49m[38;5;124;43mmatplotlib[39;49m[38;5;124;43m'[39;49m[43m,[49m[43m [49m[38;5;124;43m'[39;49m[38;5;124;43minline[39;49m[38;5;124;43m'[39;49m[43m)[49m
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[1;32m 3[0m [38;5;66;03m# Common imports[39;00m
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[1;32m 4[0m [38;5;28;01mimport[39;00m [38;5;21;01mos[39;00m
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File [0;32m~/miniforge3/lib/python3.9/site-packages/IPython/core/interactiveshell.py:2432[0m, in [0;36mInteractiveShell.run_line_magic[0;34m(self, magic_name, line, _stack_depth)[0m
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[1;32m 2430[0m kwargs[[38;5;124m'[39m[38;5;124mlocal_ns[39m[38;5;124m'[39m] [38;5;241m=[39m [38;5;28mself[39m[38;5;241m.[39mget_local_scope(stack_depth)
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[1;32m 2431[0m [38;5;28;01mwith[39;00m [38;5;28mself[39m[38;5;241m.[39mbuiltin_trap:
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[0;32m-> 2432[0m result [38;5;241m=[39m [43mfn[49m[43m([49m[38;5;241;43m*[39;49m[43margs[49m[43m,[49m[43m [49m[38;5;241;43m*[39;49m[38;5;241;43m*[39;49m[43mkwargs[49m[43m)[49m
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[1;32m 2434[0m [38;5;66;03m# The code below prevents the output from being displayed[39;00m
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[1;32m 2435[0m [38;5;66;03m# when using magics with decorator @output_can_be_silenced[39;00m
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[1;32m 2436[0m [38;5;66;03m# when the last Python token in the expression is a ';'.[39;00m
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[1;32m 2437[0m [38;5;28;01mif[39;00m [38;5;28mgetattr[39m(fn, magic[38;5;241m.[39mMAGIC_OUTPUT_CAN_BE_SILENCED, [38;5;28;01mFalse[39;00m):
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File [0;32m~/miniforge3/lib/python3.9/site-packages/IPython/core/magics/pylab.py:99[0m, in [0;36mPylabMagics.matplotlib[0;34m(self, line)[0m
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[1;32m 97[0m [38;5;28mprint[39m([38;5;124m"[39m[38;5;124mAvailable matplotlib backends: [39m[38;5;132;01m%s[39;00m[38;5;124m"[39m [38;5;241m%[39m backends_list)
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[1;32m 98[0m [38;5;28;01melse[39;00m:
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[0;32m---> 99[0m gui, backend [38;5;241m=[39m [38;5;28;43mself[39;49m[38;5;241;43m.[39;49m[43mshell[49m[38;5;241;43m.[39;49m[43menable_matplotlib[49m[43m([49m[43margs[49m[38;5;241;43m.[39;49m[43mgui[49m[38;5;241;43m.[39;49m[43mlower[49m[43m([49m[43m)[49m[43m [49m[38;5;28;43;01mif[39;49;00m[43m [49m[38;5;28;43misinstance[39;49m[43m([49m[43margs[49m[38;5;241;43m.[39;49m[43mgui[49m[43m,[49m[43m [49m[38;5;28;43mstr[39;49m[43m)[49m[43m [49m[38;5;28;43;01melse[39;49;00m[43m [49m[43margs[49m[38;5;241;43m.[39;49m[43mgui[49m[43m)[49m
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[1;32m 100[0m [38;5;28mself[39m[38;5;241m.[39m_show_matplotlib_backend(args[38;5;241m.[39mgui, backend)
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File [0;32m~/miniforge3/lib/python3.9/site-packages/IPython/core/interactiveshell.py:3606[0m, in [0;36mInteractiveShell.enable_matplotlib[0;34m(self, gui)[0m
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[1;32m 3585[0m [38;5;28;01mdef[39;00m [38;5;21menable_matplotlib[39m([38;5;28mself[39m, gui[38;5;241m=[39m[38;5;28;01mNone[39;00m):
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[1;32m 3586[0m [38;5;250m [39m[38;5;124;03m"""Enable interactive matplotlib and inline figure support.[39;00m
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[1;32m 3587[0m
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[1;32m 3588[0m [38;5;124;03m This takes the following steps:[39;00m
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[0;32m (...)[0m
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[1;32m 3604[0m [38;5;124;03m display figures inline.[39;00m
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[1;32m 3605[0m [38;5;124;03m """[39;00m
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[0;32m-> 3606[0m [38;5;28;01mfrom[39;00m [38;5;21;01mmatplotlib_inline[39;00m[38;5;21;01m.[39;00m[38;5;21;01mbackend_inline[39;00m [38;5;28;01mimport[39;00m configure_inline_support
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[1;32m 3608[0m [38;5;28;01mfrom[39;00m [38;5;21;01mIPython[39;00m[38;5;21;01m.[39;00m[38;5;21;01mcore[39;00m [38;5;28;01mimport[39;00m pylabtools [38;5;28;01mas[39;00m pt
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[1;32m 3609[0m gui, backend [38;5;241m=[39m pt[38;5;241m.[39mfind_gui_and_backend(gui, [38;5;28mself[39m[38;5;241m.[39mpylab_gui_select)
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File [0;32m~/miniforge3/lib/python3.9/site-packages/matplotlib_inline/__init__.py:1[0m
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[0;32m----> 1[0m [38;5;28;01mfrom[39;00m [38;5;21;01m.[39;00m [38;5;28;01mimport[39;00m backend_inline, config [38;5;66;03m# noqa[39;00m
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[1;32m 2[0m __version__ [38;5;241m=[39m [38;5;124m"[39m[38;5;124m0.1.6[39m[38;5;124m"[39m [38;5;66;03m# noqa[39;00m
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File [0;32m~/miniforge3/lib/python3.9/site-packages/matplotlib_inline/backend_inline.py:6[0m
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[1;32m 1[0m [38;5;124;03m"""A matplotlib backend for publishing figures via display_data"""[39;00m
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[1;32m 3[0m [38;5;66;03m# Copyright (c) IPython Development Team.[39;00m
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[1;32m 4[0m [38;5;66;03m# Distributed under the terms of the BSD 3-Clause License.[39;00m
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[0;32m----> 6[0m [38;5;28;01mimport[39;00m [38;5;21;01mmatplotlib[39;00m
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[1;32m 7[0m [38;5;28;01mfrom[39;00m [38;5;21;01mmatplotlib[39;00m [38;5;28;01mimport[39;00m colors
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[1;32m 8[0m [38;5;28;01mfrom[39;00m [38;5;21;01mmatplotlib[39;00m[38;5;21;01m.[39;00m[38;5;21;01mbackends[39;00m [38;5;28;01mimport[39;00m backend_agg
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[0;31mModuleNotFoundError[0m: No module named 'matplotlib'
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