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Hi, I'm worker in a company. I'm using PyOD for outlier detection. I want to find the contamination percent, instead of setting the percentage. I found our geospatial data set has generally grouped one with standard deviation(x-axis, y-axis) is 100 meter for inputs. I modified some in PyOD and now the my PCA algorithm with some threshold can find contamination percent automatically... However... it is not always working good... Can i detect contamination percent automatically in PyOD or SUOD (or it can be updated??) if some training data set is can be provided for PyOD or SUOD?
Hi,
I'm facing this error when trying to install suod package through both pip and source. The detail log is below:
`
ERROR: Command errored out with exit status 1:
command: /home/alan/anaconda3/envs/cuongpx/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-6j6iaixz/suod/setup.py'"'"'; file='"'"'/tmp/pip-install-6j6iaixz/suod/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /tmp/pip-record-ms_fv72w/install-record.txt --single-version-externally-managed --compile --install-headers /home/alan/anaconda3/envs/cuongpx/include/python3.6m/suod
cwd: /tmp/pip-install-6j6iaixz/suod/
Complete output (63 lines):
running install
running build
running build_py
creating build
creating build/lib
creating build/lib/suod
copying suod/version.py -> build/lib/suod
copying suod/init.py -> build/lib/suod
creating build/lib/suod/utils
copying suod/utils/init.py -> build/lib/suod/utils
copying suod/utils/utility.py -> build/lib/suod/utils
creating build/lib/suod/models
copying suod/models/jl_projection.py -> build/lib/suod/models
copying suod/models/init.py -> build/lib/suod/models
copying suod/models/parallel_processes.py -> build/lib/suod/models
copying suod/models/cost_predictor.py -> build/lib/suod/models
copying suod/models/base.py -> build/lib/suod/models
creating build/lib/suod/models/saved_models
copying suod/models/saved_models/init.py -> build/lib/suod/models/saved_models
running egg_info
writing suod.egg-info/PKG-INFO
writing dependency_links to suod.egg-info/dependency_links.txt
writing requirements to suod.egg-info/requires.txt
writing top-level names to suod.egg-info/top_level.txt
reading manifest file 'suod.egg-info/SOURCES.txt'
reading manifest template 'MANIFEST.in'
no previously-included directories found matching 'examples'
no previously-included directories found matching 'notebooks'
no previously-included directories found matching 'suod/test'
warning: no files found matching 'suod/models'
writing manifest file 'suod.egg-info/SOURCES.txt'
copying suod/models/saved_models/bps_prediction.joblib -> build/lib/suod/models/saved_models
Traceback (most recent call last):
File "", line 1, in
File "/tmp/pip-install-6j6iaixz/suod/setup.py", line 52, in
'Programming Language :: Python :: 3.7',
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/site-packages/setuptools/init.py", line 145, in setup
return distutils.core.setup(**attrs)
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/core.py", line 148, in setup
dist.run_commands()
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/dist.py", line 955, in run_commands
self.run_command(cmd)
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/dist.py", line 974, in run_command
cmd_obj.run()
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/site-packages/setuptools/command/install.py", line 61, in run
return orig.install.run(self)
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/command/install.py", line 545, in run
self.run_command('build')
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/cmd.py", line 313, in run_command
self.distribution.run_command(command)
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/dist.py", line 974, in run_command
cmd_obj.run()
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/command/build.py", line 135, in run
self.run_command(cmd_name)
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/cmd.py", line 313, in run_command
self.distribution.run_command(command)
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/distutils/dist.py", line 974, in run_command
cmd_obj.run()
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/site-packages/setuptools/command/build_py.py", line 53, in run
self.build_package_data()
File "/home/alan/anaconda3/envs/cuongpx/lib/python3.6/site-packages/setuptools/command/build_py.py", line 126, in build_package_data
srcfile in self.distribution.convert_2to3_doctests):
TypeError: argument of type 'NoneType' is not iterable
ERROR: Command errored out with exit status 1: /home/alan/anaconda3/envs/cuongpx/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-install-6j6iaixz/suod/setup.py'"'"'; file='"'"'/tmp/pip-install-6j6iaixz/suod/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' install --record /tmp/pip-record-ms_fv72w/install-record.txt --single-version-externally-managed --compile --install-headers /home/alan/anaconda3/envs/cuongpx/include/python3.6m/suod Check the logs for full command output.`
It's installing fine on Windows but failed on Linux 16.04
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