classification
Regression
clustering
dimensionality reduction
model selection
preprocessing
これを使って行きたい
[vagrant@localhost python]$ pip3.5 -V
pip 8.1.1 from /home/vagrant/.pyenv/versions/3.5.2/lib/python3.5/site-packages (python 3.5)
[vagrant@localhost python]$ pip install -U scikit-learn scipy matplotlib scikit-image
Collecting scikit-learn
Downloading https://files.pythonhosted.org/packages/1f/af/e3c3cd6f61093830059138624dbd26d938d6da1caeec5aeabe772b916069/scikit_learn-0.21.3-cp35-cp35m-manylinux1_x86_64.whl (6.6MB)
100% |████████████████████████████████| 6.6MB 230kB/s
Collecting scipy
Downloading https://files.pythonhosted.org/packages/7a/0e/3781e028d62a8422244582abd8f084e6314297026760587c85607f687bf3/scipy-1.3.1-cp35-cp35m-manylinux1_x86_64.whl (25.1MB)
100% |████████████████████████████████| 25.1MB 63kB/s
Collecting matplotlib
Downloading https://files.pythonhosted.org/packages/12/d1/7b12cd79c791348cb0c78ce6e7d16bd72992f13c9f1e8e43d2725a6d8adf/matplotlib-3.1.1.tar.gz (37.8MB)
100% |████████████████████████████████| 37.8MB 41kB/s
Complete output from command python setup.py egg_info:
Beginning with Matplotlib 3.1, Python 3.6 or above is required.
This may be due to an out of date pip.
Make sure you have pip >= 9.0.1.
—————————————-
Command “python setup.py egg_info” failed with error code 1 in /tmp/pip-build-k4fsv7pl/matplotlib/
You are using pip version 8.1.1, however version 19.2.3 is available.
You should consider upgrading via the ‘pip install –upgrade pip’ command.
[vagrant@localhost python]$ pip install pandas
Collecting pandas
Downloading https://files.pythonhosted.org/packages/d9/05/38875a81040e679c196a854865dbafe4dfe5f92e8365ddfff21f2817d89d/pandas-0.25.1-cp35-cp35m-manylinux1_x86_64.whl (10.3MB)
100% |████████████████████████████████| 10.3MB 149kB/s
Collecting pytz>=2017.2 (from pandas)
Downloading https://files.pythonhosted.org/packages/87/76/46d697698a143e05f77bec5a526bf4e56a0be61d63425b68f4ba553b51f2/pytz-2019.2-py2.py3-none-any.whl (508kB)
100% |████████████████████████████████| 512kB 1.4MB/s
Collecting python-dateutil>=2.6.1 (from pandas)
Downloading https://files.pythonhosted.org/packages/41/17/c62faccbfbd163c7f57f3844689e3a78bae1f403648a6afb1d0866d87fbb/python_dateutil-2.8.0-py2.py3-none-any.whl (226kB)
100% |████████████████████████████████| 235kB 2.3MB/s
Collecting numpy>=1.13.3 (from pandas)
Downloading https://files.pythonhosted.org/packages/d4/64/7619774f0bd8ef364d46a5df8eb1bc78784cd787324b9624f6793e72f787/numpy-1.17.1-cp35-cp35m-manylinux1_x86_64.whl (20.1MB)
100% |████████████████████████████████| 20.2MB 79kB/s
Collecting six>=1.5 (from python-dateutil>=2.6.1->pandas)
Downloading https://files.pythonhosted.org/packages/73/fb/00a976f728d0d1fecfe898238ce23f502a721c0ac0ecfedb80e0d88c64e9/six-1.12.0-py2.py3-none-any.whl
Installing collected packages: pytz, six, python-dateutil, numpy, pandas
Successfully installed numpy-1.17.1 pandas-0.25.1 python-dateutil-2.8.0 pytz-2019.2 six-1.12.0
You are using pip version 8.1.1, however version 19.2.3 is available.
You should consider upgrading via the ‘pip install –upgrade pip’ command.
[vagrant@localhost python]$ pip list
Package Version
————— ——-
cycler 0.10.0
joblib 0.13.2
kiwisolver 1.1.0
matplotlib 3.0.3
numpy 1.17.1
pandas 0.25.1
pip 19.2.3
pyparsing 2.4.2
python-dateutil 2.8.0
pytz 2019.2
scikit-learn 0.21.3
scipy 1.3.1
setuptools 20.10.1
six 1.12.0
