ubuntu-conda全家桶
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conda全家桶
conda全家桶包括四个虚拟环境：py27-cuda9 、py36-cuda9、 py36-cuda100、 py37-cuda101。
用户页可以自定义虚拟环境。
激活环境： 1、打开终端然后输入命令：
conda activate py27-cuda9
conda activate py36-cuda9
conda activate py36-cuda100
conda activate py37-cuda101
2、PyCharm配置Python解释器，可参考conda_DL的相关教程 注意：python的位置，稍有不同，如下所示：
3、Spyder选择Python解释器
一、py27-cuda9
1、 AI框架
cudatoolkit=9.0 cudnn=7.6.5 tensorflow-gpu=1.5 tensorflow-tensorboard torchvision=0.2.1 mxnet=1.5.0 pytorch==0.4.0 opencv tensorboardx visdom
2、基础包
absl-py astor attrs backcall backports.weakref bleach blinker certifi cffi chardet cloudpickle colorama colour configparser cryptography cycler Cython dask decorator defusedxml Django entrypoints enum34 Flask Flask-Cors funcsigs functools32 futures gast gevent graphviz greenlet grpcio h5py html5lib idna imageio ipaddress ipykernel ipython ipywidgets itsdangerous jedi Jinja2 joblib jsonschema jupyter kiwisolver Lasagne lmdb Markdown MarkupSafe matplotlib mistune mock nbconvert nbformat networkx notebook numpy pandas pandocfilters parso pathlib2 pbr pexpect pickleshare Pillow protobuf ptyprocess pyasn1 pycparser pycurl pydot-ng Pygments pyinotify pymongo pyOpenSSL pyparsing pyrsistent python-dateutil pytz PyWavelets PyYAML pyzmq qtconsole redis requests scandir scikit-image scikit-learn scipy seaborn Send2Trash simplegeneric singledispatch six subprocess32 tabulate termcolor terminado testpath Theano toolz tornado tqdm traitlets urllib3 uuid wcwidth webencodings Werkzeug widgetsnbextension xlrd zope.interface
二、 py36-cuda9
1、AI框架
cudatoolkit=9.0 cudnn=7.6.5 tensorflow-gpu=1.5.0 keras=2.2.4 pytorch=0.4.1 mxnet=1.1.0 nltk==3.4.5 tensorboard torchvision=0.2.1 opencv visdom tensorboardx
2、基础包
absl-py astor astroid atomicwrites attrs autopep8 backcall bleach boto boto3 botocore certifi cffi chardet Click cloudpickle colorama colour configparser cycler Cython dask decorator defusedxml dill Django docutils entrypoints flake8 Flask Flask-Cors future gast gensim gevent graphviz greenlet grpcio h5py html5lib idna imageio ipykernel ipython ipywidgets isort itsdangerous jedi Jinja2 jmespath joblib jsonschema jupyter kiwisolver lazy-object-proxy lmdb lockfile Markdown MarkupSafe matplotlib mccabe mistune mock more-itertools nbconvert nbformat neotime networkx notebook numexpr numpy packaging pandas pandocfilters parso pathlib2 pexpect pickleshare Pillow pluggy prompt-toolkit protobuf ptyprocess py pycodestyle pycparser pycurl pydocstyle pyflakes Pygments pylint pymongo PyMySQL pyparsing pytest python-dateutil python-jsonrpc-server python-language-server pytz PyWavelets pyxdg PyYAML pyzmq qtconsole redis requests rope s3transfer scikit-image scikit-learn scipy seaborn Send2Trash simplegeneric six snowballstemmer termcolor terminado testpath toolz tornado tqdm traitlets typed-ast urllib3 wcwidth webencodings websocket-client Werkzeug widgetsnbextension wrapt yapf zipp zope.interface beautifulsoup4 Bottleneck cachetools cryptacular cymem google-auth google-auth-oauthlib google-pasta hupper murmurhash oauthlib PasteDeploy pbkdf2 plac plaster preshed pyasn1 pyasn1-modules pycairo pyramid pyrsistent python3-openid requests-oauthlib rsa soupsieve spacy SQLAlchemy thinc transaction translationstring venusian WebOb WTForms zope.deprecation zope.sqlalchemy xlrd dataclasses googleapis-common-protos pathlib pbr promise psutil pyaml pydot scandir sqlparse typing mysqlclient alembic asn1crypto colorlog cryptography cytoolz keyring keyrings.alt lxml Mako mpi4py msgpack-numpy ninja pandas-datareader patsy pycrypto python-editor regex SecretStorage statsmodels ujson alabaster Babel flaky ftfy imagesize jsonpickle numpydoc olefile responses singledispatch Sphinx sphinxcontrib-applehelp sphinxcontrib-devhelp sphinxcontrib-htmlhelp sphinxcontrib-jsmath sphinxcontrib-qthelp sphinxcontrib-serializinghtml Unidecode
三、 py36-cuda100
1、AI框架
cudatoolkit=10.0 cudnn=7.6.5 tensorflow-gpu=1.15 pytorch=1.2 tensorboard torchvision=0.4 keras=2.2.4 opencv tensorboardx visdom
2、基础包
absl-py alembic asn1crypto astor attrs backcall bleach boto boto3 botocore Bottleneck certifi chardet Click cloudpickle colorama colorlog cryptography cycler cymem Cython cytoolz dask dataclasses decorator defusedxml dill Django docutils entrypoints Flask Flask-Cors future gast gensim gevent google-pasta graphviz greenlet grpcio h5py html5lib idna imageio ipykernel ipython ipywidgets itsdangerous jedi Jinja2 jmespath joblib jsonschema keyring keyrings.alt kiwisolver lxml Mako Markdown MarkupSafe matplotlib mistune mock mpi4py msgpack-numpy murmurhash nbconvert nbformat networkx ninja notebook numexpr numpy pandas pandas-datareader pandocfilters parso patsy pbr pexpect pickleshare Pillow plac preshed prompt-toolkit protobuf ptyprocess pycairo pycrypto pycurl Pygments pymongo pyparsing python-dateutil python-editor pytz PyWavelets pyxdg PyYAML pyzmq qtconsole redis regex requests s3transfer scikit-image scikit-learn scipy seaborn SecretStorage Send2Trash simplegeneric six spacy SQLAlchemy statsmodels termcolor terminado testpath thinc toolz torchvision tornado tqdm traitlets typing ujson urllib3 wcwidth webencodings websocket-client Werkzeug widgetsnbextension wrapt xlrd zope.interface beautifulsoup4 cachetools cffi colour cryptacular google-auth google-auth-oauthlib hupper jupyter lmdb oauthlib packaging PasteDeploy pbkdf2 plaster pyasn1 pyasn1-modules pycparser pyramid pyrsistent python3-openid requests-oauthlib rsa soupsieve transaction translationstring venusian WebOb WTForms zipp zope.deprecation zope.sqlalchemy googleapis-common-protos pathlib promise psutil pyaml pydot scandir sqlparse mysqlclient alabaster atomicwrites Babel flaky ftfy imagesize jsonpickle more-itertools numpydoc olefile pluggy py PyMySQL pytest responses singledispatch snowballstemmer Sphinx sphinxcontrib-applehelp sphinxcontrib-devhelp sphinxcontrib-htmlhelp sphinxcontrib-jsmath sphinxcontrib-qthelp sphinxcontrib-serializinghtml Unidecode astroid autopep8 configparser flake8 isort lazy-object-proxy lockfile mccabe neotime pathlib2 pycodestyle pydocstyle pyflakes pylint python-jsonrpc-server python-language-server rope typed-ast yapf
四、 py37-cuda101
1、AI框架
cudatoolkit=10.1 cudnn=7.6.5 tensorflow-gpu=2.1 pytorch=1.4 tensorboard torchvision=0.2.1 fastai=1.0.60 opencv visdom tensorboardx
2、基础包
absl-py astor attrs backcall beautifulsoup4 bleach Bottleneck cachetools certifi cffi chardet Click colour cryptacular cycler cymem decorator defusedxml entrypoints Flask Flask-Cors gast gevent google-auth google-auth-oauthlib google-pasta graphviz greenlet grpcio h5py hupper idna imageio ipykernel ipython ipywidgets itsdangerous jedi Jinja2 joblib jsonschema jupyter kiwisolver lmdb Markdown MarkupSafe matplotlib mistune more-itertools murmurhash nbconvert nbformat networkx notebook numexpr numpy oauthlib packaging pandas pandocfilters parso PasteDeploy pbkdf2 pexpect pickleshare Pillow plac plaster preshed prompt-toolkit protobuf ptyprocess pyasn1 pyasn1-modules pycairo pycparser pydot Pygments pymongo pyparsing pyramid pyrsistent python-dateutil python3-openid pytz PyWavelets PyYAML pyzmq qtconsole requests requests-oauthlib rsa scikit-image scikit-learn scipy seaborn Send2Trash six soupsieve spacy SQLAlchemy termcolor terminado testpath thinc tornado tqdm traitlets transaction translationstring urllib3 venusian wcwidth webencodings WebOb Werkzeug widgetsnbextension wrapt WTForms zipp zope.deprecation zope.interface zope.sqlalchemy cloudpickle colorama Cython dask Django html5lib pycurl pyxdg redis simplegeneric toolz xlrd boto dataclasses future gensim googleapis-common-protos mock pathlib pbr promise psutil pyaml sqlparse typing mysqlclient alembic asn1crypto boto3 botocore colorlog cryptography cytoolz dill docutils jmespath keyring keyrings.alt lxml Mako mpi4py msgpack-numpy ninja pandas-datareader patsy pycrypto python-editor regex s3transfer SecretStorage statsmodels ujson websocket-client alabaster atomicwrites Babel flaky ftfy imagesize jsonpickle numpydoc olefile pluggy py PyMySQL pytest responses singledispatch snowballstemmer Sphinx sphinxcontrib-applehelp sphinxcontrib-devhelp sphinxcontrib-htmlhelp sphinxcontrib-jsmath sphinxcontrib-qthelp sphinxcontrib-serializinghtml Unidecode astroid autopep8 configparser flake8 isort lazy-object-proxy lockfile mccabe neotime pathlib2 pycodestyle pydocstyle pyflakes pylint python-jsonrpc-server python-language-server rope typed-ast yapf ```
