Anaconda1

Python 統合開発環境としての「Anaconda」 †

　Python の開発環境としての「Anaconda」の使い方を調べる。

Python 統合開発環境としての「Anaconda」
- Anaconda 開発環境概要
- 更新履歴
参考資料

※ 最終更新:2024/03/01　

Anaconda 開発環境概要 †

　Anaconda は，Python バージョン 3 の言語処理系と，開発環境 (Jupyter Notebook, Spyder) と，各種ツールのパッケージである。
　システムの Python と隔離された Python 仮想環境の作成と利用が簡単にできる。Anaconda で作成された Python 環境には、言語処理系と開発環境 (Jupyter Notebook, Spyder) と，各種ツールが自動インストール、設定される。

anaconda をインストールすると「~/anaconda3」ディレクトリ内に Python 仮想環境を展開する。
コマンド「conda activate (仮想環境名)」で起動する。仮想環境が起動するとコマンドプロンプトは、「(仮想環境名) $」と表示される。
root 環境下で作成された仮想環境は「~/anaconda/env/仮想環境名」ディレクトリ下に構築される。

Anaconda 環境に含まれる各種ツールを起動することができる GUI アプリケーション「anaconda-navigator」はルート仮想環境（root）でのみ起動できる。

「jupyter nootbook」「spyder」などのツールは当初 (base)仮想環境にのみインストールされている。それぞれの仮想環境では、必要に応じて「anaconda-navigator」などでインストールして使用する。

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Anaconda のインストール †

AI開発プロジェクト環境構築（Windows編）-最新版-
AI開発プロジェクト環境構築（Linux編）-最新版-

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仮想環境にツールをインストール †

「jupyter nootbook」「spyder」などのツールが、「conda」や「anaconda-navigator」でインストールできない場合は「pip」を利用する。

「jupyter nootbook」インストール

▼　$ pip3 install jupyter

(py37) $ pip install jupyter 
Collecting jupyter
  Downloading jupyter-1.0.0-py2.py3-none-any.whl (2.7 kB)
Collecting jupyter-console
  Downloading jupyter_console-6.4.0-py3-none-any.whl (22 kB)
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Installing collected packages: terminado, Send2Trash, prometheus-client, argon2-cffi, notebook, widgetsnbextension, jupyterlab-widgets, jupyter-console, ipywidgets, jupyter
Successfully installed Send2Trash-1.8.0 argon2-cffi-21.1.0 ipywidgets-7.6.5 jupyter-1.0.0 jupyter-console-6.4.0 jupyterlab-widgets-1.0.2 notebook-6.4.3 prometheus-client-0.11.0 terminado-0.12.1 widgetsnbextension-3.5.1

「spyder」インストール

▼　$ pip3 install spyder

(py37) $ pip3 install spyder
Collecting spyder
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Building wheels for collected packages: intervaltree, rope, wrapt
  Building wheel for intervaltree (setup.py) ... done
  Created wheel for intervaltree: filename=intervaltree-3.1.0-py2.py3-none-any.whl size=26101 sha256=6872c707f0f92b3f5f2325035459e34f665ce0cf661ec5c0ea2539d2b4737e29
  Stored in directory: /home/mizutu/.cache/pip/wheels/16/85/bd/1001cbb46dcfb71c2001cd7401c6fb250392f22a81ce3722f7
  Building wheel for rope (setup.py) ... done
  Created wheel for rope: filename=rope-0.19.0-py3-none-any.whl size=182042 sha256=42a79c0efec1d95d69f4cd1a5d0b78c34fa5729c3e33f64d188bcc215b584cf6
  Stored in directory: /home/mizutu/.cache/pip/wheels/0c/cd/52/101929db784777f166df406c8b0200fc1b6f01391b76669294
  Building wheel for wrapt (setup.py) ... done
  Created wheel for wrapt: filename=wrapt-1.12.1-cp37-cp37m-linux_x86_64.whl size=77262 sha256=d848c01fde09d5a49c1a70929e6942bb92ac10787f4ec3d742fae6e3f5b4d465
  Stored in directory: /home/mizutu/.cache/pip/wheels/62/76/4c/aa25851149f3f6d9785f6c869387ad82b3fd37582fa8147ac6
Successfully built intervaltree rope wrapt
Installing collected packages: zipp, wcwidth, traitlets, pyrsistent, pycparser, ptyprocess, parso, importlib-metadata, attrs, wrapt, ujson, typed-ast, tornado, pyzmq, pygments, prompt-toolkit, pickleshare, pexpect, matplotlib-inline, MarkupSafe, lazy-object-proxy, jupyter-core, jsonschema, jedi, ipython-genutils, decorator, cffi, backcall, webencodings, tomli, toml, text-unidecode, sphinxcontrib-serializinghtml, sphinxcontrib-qthelp, sphinxcontrib-jsmath, sphinxcontrib-htmlhelp, sphinxcontrib-devhelp, sphinxcontrib-applehelp, snowballstemmer, regex, python-lsp-jsonrpc, PyQt5-sip, pyflakes, pycodestyle, pluggy, platformdirs, pathspec, packaging, nest-asyncio, nbformat, mypy-extensions, mccabe, jupyter-client, Jinja2, jeepney, isort, ipython, imagesize, docutils, debugpy, cryptography, click, chardet, babel, astroid, arrow, argcomplete, alabaster, yapf, wurlitzer, tinycss2, testpath, sphinx, sortedcontainers, SecretStorage, rope, qtpy, python-slugify, python-lsp-server, pyqt5, pylint, pydocstyle, poyo, pandocfilters, nbclient, mistune, jupyterlab-pygments, jinja2-time, ipykernel, inflection, flake8, entrypoints, diff-match-patch, defusedxml, cloudpickle, bleach, black, binaryornot, autopep8, watchdog, three-merge, textdistance, spyder-kernels, rtree, qtconsole, qtawesome, qstylizer, qdarkstyle, pyxdg, python-lsp-black, pyqtwebengine, pyls-spyder, psutil, numpydoc, nbconvert, keyring, intervaltree, cookiecutter, atomicwrites, spyder
Successfully installed Jinja2-3.0.1 MarkupSafe-2.0.1 PyQt5-sip-12.9.0 SecretStorage-3.3.1 alabaster-0.7.12 argcomplete-1.12.3 arrow-1.1.1 astroid-2.6.6 atomicwrites-1.4.0 attrs-21.2.0 autopep8-1.5.7 babel-2.9.1 backcall-0.2.0 binaryornot-0.4.4 black-21.9b0 bleach-4.1.0 cffi-1.14.6 chardet-4.0.0 click-8.0.1 cloudpickle-2.0.0 cookiecutter-1.7.3 cryptography-3.4.8 debugpy-1.4.3 decorator-5.1.0 defusedxml-0.7.1 diff-match-patch-20200713 docutils-0.17.1 entrypoints-0.3 flake8-3.9.2 imagesize-1.2.0 importlib-metadata-4.8.1 inflection-0.5.1 intervaltree-3.1.0 ipykernel-6.4.1 ipython-7.27.0 ipython-genutils-0.2.0 isort-5.9.3 jedi-0.18.0 jeepney-0.7.1 jinja2-time-0.2.0 jsonschema-3.2.0 jupyter-client-6.1.12 jupyter-core-4.7.1 jupyterlab-pygments-0.1.2 keyring-23.2.1 lazy-object-proxy-1.6.0 matplotlib-inline-0.1.3 mccabe-0.6.1 mistune-0.8.4 mypy-extensions-0.4.3 nbclient-0.5.4 nbconvert-6.1.0 nbformat-5.1.3 nest-asyncio-1.5.1 numpydoc-1.1.0 packaging-21.0 pandocfilters-1.5.0 parso-0.8.2 pathspec-0.9.0 pexpect-4.8.0 pickleshare-0.7.5 platformdirs-2.3.0 pluggy-1.0.0 poyo-0.5.0 prompt-toolkit-3.0.20 psutil-5.8.0 ptyprocess-0.7.0 pycodestyle-2.7.0 pycparser-2.20 pydocstyle-6.1.1 pyflakes-2.3.1 pygments-2.10.0 pylint-2.9.6 pyls-spyder-0.4.0 pyqt5-5.12.3 pyqtwebengine-5.12.1 pyrsistent-0.18.0 python-lsp-black-1.0.0 python-lsp-jsonrpc-1.0.0 python-lsp-server-1.2.2 python-slugify-5.0.2 pyxdg-0.27 pyzmq-22.2.1 qdarkstyle-3.0.2 qstylizer-0.2.1 qtawesome-1.0.3 qtconsole-5.1.1 qtpy-1.11.1 regex-2021.8.28 rope-0.19.0 rtree-0.9.7 snowballstemmer-2.1.0 sortedcontainers-2.4.0 sphinx-4.2.0 sphinxcontrib-applehelp-1.0.2 sphinxcontrib-devhelp-1.0.2 sphinxcontrib-htmlhelp-2.0.0 sphinxcontrib-jsmath-1.0.1 sphinxcontrib-qthelp-1.0.3 sphinxcontrib-serializinghtml-1.1.5 spyder-5.1.4 spyder-kernels-2.1.1 testpath-0.5.0 text-unidecode-1.3 textdistance-4.2.1 three-merge-0.1.1 tinycss2-1.1.0 toml-0.10.2 tomli-1.2.1 tornado-6.1 traitlets-5.1.0 typed-ast-1.4.3 ujson-4.1.0 watchdog-2.1.5 wcwidth-0.2.5 webencodings-0.5.1 wrapt-1.12.1 wurlitzer-3.0.2 yapf-0.31.0 zipp-3.5.0

インストールパッケージの確認

▼　$ conda list

(py37) $ conda list
# packages in environment at /home/mizutu/anaconda3/envs/py37:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                      1_llvm    conda-forge
alabaster                 0.7.12                   pypi_0    pypi
alsa-lib                  1.2.3                h516909a_0    conda-forge
argcomplete               1.12.3                   pypi_0    pypi
argon2-cffi               21.1.0                   pypi_0    pypi
arrow                     1.1.1                    pypi_0    pypi
astroid                   2.6.6                    pypi_0    pypi
atk                       2.36.0                        0  
atk-1.0                   2.36.0               h28cd5cc_0  
atomicwrites              1.4.0                    pypi_0    pypi
attrs                     21.2.0                   pypi_0    pypi
autopep8                  1.5.7                    pypi_0    pypi
babel                     2.9.1                    pypi_0    pypi
backcall                  0.2.0                    pypi_0    pypi
binaryornot               0.4.4                    pypi_0    pypi
black                     21.9b0                   pypi_0    pypi
blas                      1.0                    openblas  
bleach                    4.1.0                    pypi_0    pypi
bottleneck                1.3.2            py37heb32a55_1  
bzip2                     1.0.8                h7b6447c_0  
c-ares                    1.17.1               h27cfd23_0  
ca-certificates           2021.7.5             h06a4308_1  
cairo                     1.16.0               hf32fb01_1  
certifi                   2021.5.30        py37h06a4308_0  
cffi                      1.14.6                   pypi_0    pypi
chardet                   4.0.0                    pypi_0    pypi
charset-normalizer        2.0.4                    pypi_0    pypi
click                     8.0.1                    pypi_0    pypi
cloudpickle               2.0.0                    pypi_0    pypi
cookiecutter              1.7.3                    pypi_0    pypi
cryptography              3.4.8                    pypi_0    pypi
cycler                    0.10.0                   pypi_0    pypi
cython                    0.29.24                  pypi_0    pypi
dbus                      1.13.18              hb2f20db_0  
debugpy                   1.4.3                    pypi_0    pypi
decorator                 5.1.0                    pypi_0    pypi
defusedxml                0.7.1                    pypi_0    pypi
diff-match-patch          20200713                 pypi_0    pypi
docutils                  0.17.1                   pypi_0    pypi
entrypoints               0.3                      pypi_0    pypi
expat                     2.4.1                h2531618_2  
facenet-pytorch           2.5.2                    pypi_0    pypi
ffmpeg                    4.3.2                hca11adc_0    conda-forge
flake8                    3.9.2                    pypi_0    pypi
fontconfig                2.13.1               h6c09931_0  
freetype                  2.10.4               h5ab3b9f_0  
fribidi                   1.0.10               h7b6447c_0  
gdk-pixbuf                2.42.6               h04a7f16_0    conda-forge
gettext                   0.21.0               hf68c758_0  
glib                      2.68.4               h9c3ff4c_0    conda-forge
glib-tools                2.68.4               h9c3ff4c_0    conda-forge
gmp                       6.2.1                h2531618_2  
gnutls                    3.6.15               he1e5248_0  
gobject-introspection     1.68.0           py37h2109141_1  
graphite2                 1.3.14               h23475e2_0  
gst-plugins-base          1.18.4               hf529b03_2    conda-forge
gstreamer                 1.18.4               h76c114f_2    conda-forge
gtk2                      2.24.31                       2    loopbio
gtk2-feature              1.0                           1    loopbio
harfbuzz                  2.9.0                h83ec7ef_0    conda-forge
hdf5                      1.10.6          nompi_h6a2412b_1114    conda-forge
icu                       68.1                 h2531618_0  
idna                      3.2                      pypi_0    pypi
imagesize                 1.2.0                    pypi_0    pypi
importlib-metadata        4.8.1                    pypi_0    pypi
inflection                0.5.1                    pypi_0    pypi
intelpython               2021.3.0                      7    intel
intervaltree              3.1.0                    pypi_0    pypi
ipykernel                 6.4.1                    pypi_0    pypi
ipython                   7.27.0                   pypi_0    pypi
ipython-genutils          0.2.0                    pypi_0    pypi
ipywidgets                7.6.5                    pypi_0    pypi
isort                     5.9.3                    pypi_0    pypi
jasper                    1.900.1              hd497a04_4  
jbig                      2.1                  hdba287a_0  
jedi                      0.18.0                   pypi_0    pypi
jeepney                   0.7.1                    pypi_0    pypi
jinja2                    3.0.1                    pypi_0    pypi
jinja2-time               0.2.0                    pypi_0    pypi
joblib                    1.0.1                    pypi_0    pypi
jpeg                      9d                   h36c2ea0_0    conda-forge
jsonschema                3.2.0                    pypi_0    pypi
jupyter                   1.0.0                    pypi_0    pypi
jupyter-client            6.1.12                   pypi_0    pypi
jupyter-console           6.4.0                    pypi_0    pypi
jupyter-core              4.7.1                    pypi_0    pypi
jupyterlab-pygments       0.1.2                    pypi_0    pypi
jupyterlab-widgets        1.0.2                    pypi_0    pypi
keyring                   23.2.1                   pypi_0    pypi
kiwisolver                1.3.1                    pypi_0    pypi
krb5                      1.19.2               hac12032_0  
lame                      3.100                h7b6447c_0  
lazy-object-proxy         1.6.0                    pypi_0    pypi
ld_impl_linux-64          2.35.1               h7274673_9  
lerc                      2.2.1                h2531618_0  
libblas                   3.9.0           11_linux64_openblas    conda-forge
libcblas                  3.9.0           11_linux64_openblas    conda-forge
libclang                  11.1.0          default_ha53f305_1    conda-forge
libcurl                   7.78.0               h0b77cf5_0  
libdeflate                1.7                  h27cfd23_5  
libedit                   3.1.20210216         h27cfd23_1  
libev                     4.33                 h7b6447c_0  
libevent                  2.1.10               hcdb4288_3    conda-forge
libffi                    3.3                  he6710b0_2  
libgcc-ng                 11.1.0               hc902ee8_8    conda-forge
libgfortran-ng            9.3.0               ha5ec8a7_17  
libgfortran5              9.3.0               ha5ec8a7_17  
libglib                   2.68.4               h3e27bee_0    conda-forge
libiconv                  1.16                 h516909a_0    conda-forge
libidn2                   2.3.2                h7f8727e_0  
liblapack                 3.9.0           11_linux64_openblas    conda-forge
liblapacke                3.9.0           11_linux64_openblas    conda-forge
libllvm11                 11.1.0               hf817b99_2    conda-forge
libnghttp2                1.41.0               hf8bcb03_2  
libogg                    1.3.5                h27cfd23_1  
libopenblas               0.3.17          pthreads_h8fe5266_1    conda-forge
libopencv                 4.5.2            py37h8d8ab53_1    conda-forge
libopus                   1.3.1                h7b6447c_0  
libpng                    1.6.37               hbc83047_0  
libpq                     13.3                 hd57d9b9_0    conda-forge
libprotobuf               3.16.0               h780b84a_0    conda-forge
libssh2                   1.9.0                h1ba5d50_1  
libstdcxx-ng              11.1.0               h56837e0_8    conda-forge
libtasn1                  4.16.0               h27cfd23_0  
libtiff                   4.3.0                hf544144_1    conda-forge
libunistring              0.9.10               h27cfd23_0  
libuuid                   1.0.3                h1bed415_2  
libvorbis                 1.3.7                h7b6447c_0  
libwebp-base              1.2.0                h27cfd23_0  
libxcb                    1.14                 h7b6447c_0  
libxkbcommon              1.0.3                he3ba5ed_0    conda-forge
libxml2                   2.9.12               h72842e0_0    conda-forge
llvm-openmp               12.0.1               h4bd325d_1    conda-forge
lz4-c                     1.9.3                h295c915_1  
markupsafe                2.0.1                    pypi_0    pypi
matplotlib                3.4.3                    pypi_0    pypi
matplotlib-inline         0.1.3                    pypi_0    pypi
mccabe                    0.6.1                    pypi_0    pypi
mistune                   0.8.4                    pypi_0    pypi
munkres                   1.1.4                      py_0  
mypy-extensions           0.4.3                    pypi_0    pypi
mysql-common              8.0.25               ha770c72_2    conda-forge
mysql-libs                8.0.25               hfa10184_2    conda-forge
nbclient                  0.5.4                    pypi_0    pypi
nbconvert                 6.1.0                    pypi_0    pypi
nbformat                  5.1.3                    pypi_0    pypi
ncurses                   6.2                  he6710b0_1  
nest-asyncio              1.5.1                    pypi_0    pypi
nettle                    3.7.3                hbbd107a_1  
ninja                     1.10.2               hff7bd54_1  
notebook                  6.4.3                    pypi_0    pypi
nspr                      4.30                 h9c3ff4c_0    conda-forge
nss                       3.69                 hb5efdd6_0    conda-forge
numexpr                   2.7.3            py37h4be448d_1  
numpy                     1.20.3           py37h3dbb7de_0  
numpy-base                1.20.3           py37h39b7dee_0  
numpydoc                  1.1.0                    pypi_0    pypi
opencv                    4.5.2            py37h89c1867_1    conda-forge
openh264                  2.1.1                h780b84a_0    conda-forge
openssl                   1.1.1k               h27cfd23_0  
openvino-ie               2021.4          ubuntu20_intel_582  [ubuntu20]  intel
openvino-ie4py            2021.4          py37_ubuntu20_intel_582  [ubuntu20]  intel
openvino-ie4py-ubuntu20   2021.4                intel_582    intel
packaging                 21.0                     pypi_0    pypi
pandas                    1.3.1            py37h8c16a72_0  
pandocfilters             1.5.0                    pypi_0    pypi
pango                     1.45.3               hd140c19_0  
parso                     0.8.2                    pypi_0    pypi
pathspec                  0.9.0                    pypi_0    pypi
pcre                      8.45                 h295c915_0  
pexpect                   4.8.0                    pypi_0    pypi
pickleshare               0.7.5                    pypi_0    pypi
pillow                    8.3.1                    pypi_0    pypi
pip                       21.0.1           py37h06a4308_0  
pixman                    0.40.0               h7b6447c_0  
platformdirs              2.3.0                    pypi_0    pypi
pluggy                    1.0.0                    pypi_0    pypi
poyo                      0.5.0                    pypi_0    pypi
prometheus-client         0.11.0                   pypi_0    pypi
prompt-toolkit            3.0.20                   pypi_0    pypi
psutil                    5.8.0                    pypi_0    pypi
ptyprocess                0.7.0                    pypi_0    pypi
py-opencv                 4.5.2            py37h085eea5_1    conda-forge
pycocotools               2.0.2                    pypi_0    pypi
pycodestyle               2.7.0                    pypi_0    pypi
pycparser                 2.20                     pypi_0    pypi
pydocstyle                6.1.1                    pypi_0    pypi
pyflakes                  2.3.1                    pypi_0    pypi
pygments                  2.10.0                   pypi_0    pypi
pylint                    2.9.6                    pypi_0    pypi
pyls-spyder               0.4.0                    pypi_0    pypi
pyparsing                 2.4.7                    pypi_0    pypi
pyqt5                     5.12.3                   pypi_0    pypi
pyqt5-sip                 12.9.0                   pypi_0    pypi
pyqtwebengine             5.12.1                   pypi_0    pypi
pyrsistent                0.18.0                   pypi_0    pypi
python                    3.7.11               h12debd9_0  
python-dateutil           2.8.2              pyhd3eb1b0_0  
python-lsp-black          1.0.0                    pypi_0    pypi
python-lsp-jsonrpc        1.0.0                    pypi_0    pypi
python-lsp-server         1.2.2                    pypi_0    pypi
python-slugify            5.0.2                    pypi_0    pypi
python_abi                3.7                     2_cp37m    conda-forge
pytz                      2021.1             pyhd3eb1b0_0  
pyxdg                     0.27                     pypi_0    pypi
pyyaml                    5.4.1            py37h27cfd23_1  
pyzmq                     22.2.1                   pypi_0    pypi
qdarkstyle                3.0.2                    pypi_0    pypi
qstylizer                 0.2.1                    pypi_0    pypi
qt                        5.12.9               hda022c4_4    conda-forge
qtawesome                 1.0.3                    pypi_0    pypi
qtconsole                 5.1.1                    pypi_0    pypi
qtpy                      1.11.1                   pypi_0    pypi
readline                  8.1                  h27cfd23_0  
regex                     2021.8.28                pypi_0    pypi
requests                  2.26.0                   pypi_0    pypi
rope                      0.19.0                   pypi_0    pypi
rtree                     0.9.7                    pypi_0    pypi
scikit-learn              0.24.2                   pypi_0    pypi
scipy                     1.7.1                    pypi_0    pypi
seaborn                   0.11.2                   pypi_0    pypi
secretstorage             3.3.1                    pypi_0    pypi
send2trash                1.8.0                    pypi_0    pypi
setuptools                52.0.0           py37h06a4308_0  
six                       1.16.0             pyhd3eb1b0_0  
snowballstemmer           2.1.0                    pypi_0    pypi
sortedcontainers          2.4.0                    pypi_0    pypi
sphinx                    4.2.0                    pypi_0    pypi
sphinxcontrib-applehelp   1.0.2                    pypi_0    pypi
sphinxcontrib-devhelp     1.0.2                    pypi_0    pypi
sphinxcontrib-htmlhelp    2.0.0                    pypi_0    pypi
sphinxcontrib-jsmath      1.0.1                    pypi_0    pypi
sphinxcontrib-qthelp      1.0.3                    pypi_0    pypi
sphinxcontrib-serializinghtml 1.1.5                    pypi_0    pypi
spyder                    5.1.4                    pypi_0    pypi
spyder-kernels            2.1.1                    pypi_0    pypi
sqlite                    3.36.0               hc218d9a_0  
tbb                       2020.3                intel_304    intel
terminado                 0.12.1                   pypi_0    pypi
testpath                  0.5.0                    pypi_0    pypi
text-unidecode            1.3                      pypi_0    pypi
textdistance              4.2.1                    pypi_0    pypi
threadpoolctl             2.2.0                    pypi_0    pypi
three-merge               0.1.1                    pypi_0    pypi
tinycss2                  1.1.0                    pypi_0    pypi
tk                        8.6.10               hbc83047_0  
toml                      0.10.2                   pypi_0    pypi
tomli                     1.2.1                    pypi_0    pypi
torch                     1.8.2+cpu                pypi_0    pypi
torchaudio                0.8.2                    pypi_0    pypi
torchvision               0.9.2+cpu                pypi_0    pypi
tornado                   6.1                      pypi_0    pypi
tqdm                      4.62.1             pyhd3eb1b0_1  
traitlets                 5.1.0                    pypi_0    pypi
typed-ast                 1.4.3                    pypi_0    pypi
typing-extensions         3.10.0.0                 pypi_0    pypi
ujson                     4.1.0                    pypi_0    pypi
urllib3                   1.26.6                   pypi_0    pypi
watchdog                  2.1.5                    pypi_0    pypi
wcwidth                   0.2.5                    pypi_0    pypi
webencodings              0.5.1                    pypi_0    pypi
wheel                     0.37.0             pyhd3eb1b0_0  
widgetsnbextension        3.5.1                    pypi_0    pypi
wrapt                     1.12.1                   pypi_0    pypi
wurlitzer                 3.0.2                    pypi_0    pypi
x264                      1!161.3030           h7f98852_1    conda-forge
xz                        5.2.5                h7b6447c_0  
yaml                      0.2.5                h7b6447c_0  
yapf                      0.31.0                   pypi_0    pypi
zipp                      3.5.0                    pypi_0    pypi
zlib                      1.2.11               h7b6447c_3  
zstd                      1.5.0                ha95c52a_0    conda-forge

↑

Anaconda Navigator †

　「アプリケーションの起動や管理などができるアプリケーション」Anaconda の root(base) 環境で起動できる。
　少し重たいソフトウェアだがランチャーとして利用するには便利。

(base) 仮想環境にする。
- Conda 仮想環境でない場合
```
$ conda activate
(base) $
```
- 別の conda 仮想環境の場合
```
$ conda activate base
(base) $
```
Anaconda Navigator を起動する
```
(base) $ anaconda-navigator
```
● 開発環境 (Jupyter Notebook, Spyder) の管理と起動ができる。

● 各アプリケーションはコンソールからコマンド起動できるが、環境設定やアプリケーションに慣れるまでは「Anaconda Navigator」が使いやすい。

● conda 仮想環境の切れ替えも可能。

↑

Spyder †

　Python 開発環境（IDE）ソフト

コマンドラインからの起動
```
(base) $ spyder
```

日本語表示にする
　「Tool」メニューから「Preference」を押し Language:「日本語」を選択する。

↑

Juypter Notebook †

　Web ペースで動くデータ解析環境。
　Python, Julia, Ruby, R, Lua, LuaJIT, Haskel, Scala, Go, JavaScript, node.js, bash などに対応する。

コマンドラインからの起動

(base) $ jupyter notebook
[I 11:38:23.398 NotebookApp] ローカルディレクトリからノートブックをサーブ: /home/mizutu
[I 11:38:23.398 NotebookApp] Jupyter Notebook 6.4.3 is running at:
[I 11:38:23.398 NotebookApp] http://localhost:8888/?token=fc2eb24b52875ccbb4ddae3b49e01819095281efca2ab611
[I 11:38:23.398 NotebookApp]  or http://127.0.0.1:8888/?token=fc2eb24b52875ccbb4ddae3b49e01819095281efca2ab611
[I 11:38:23.398 NotebookApp] サーバを停止し全てのカーネルをシャットダウンするには Control-C を使って下さい(確認をスキップするには2回)。

ブラウザから終了

[I 11:38:32.510 NotebookApp] Shutting down on /api/shutdown request.
[I 11:38:32.511 NotebookApp] Shutting down 0 kernels
[I 11:38:32.512 NotebookApp] Shutting down 0 terminals
(base) $

↑

更新履歴 †

2021/09/10 初版
2024/03/01 Anaconda インストール修正

↑

最新の20件

Python 統合開発環境としての「Anaconda」 †

Anaconda 開発環境概要 †

Anaconda のインストール †

仮想環境にツールをインストール †

Anaconda Navigator †

Spyder †

Juypter Notebook †

更新履歴 †

参考資料 †

Anaconda1

最新の20件

Python 統合開発環境としての「Anaconda」 †

Anaconda 開発環境 概要 †

Anaconda のインストール †

仮想環境にツールをインストール †

Anaconda Navigator †

Spyder †

Juypter Notebook †

更新履歴 †

参考資料 †

Anaconda 開発環境概要 †