Anaconda(读音[ˌænəˈkɒndə],水蚺(南美洲蟒蛇))指的是一个开源的Python发行版本(Continuum Analytics公司研发),其包含了conda、Python等180多个科学包及其依赖项。因为包含了大量的科学包,Anaconda 的下载文件比较大(约 531 MB),如果只需要某些包,或者需要节省带宽或存储空间,也可以使用Miniconda这个较小的发行版(仅包含conda和 Python)。
基本介绍
Anaconda包括Conda、Python以及一大堆安装好的工具包,比如:numpy、pandas等
Miniconda包括Conda、Python
conda是一个开源的包、环境管理器,可以用于在同一个机器上安装不同版本的软件包及其依赖,并能够在不同的环境之间切换。
基本用法
conda clean
conda config
conda create
conda help
conda info
conda install
conda list #罗列出所有已安装的科学包及其依赖项
conda package
conda remove
conda search
conda uninstall
conda update
conda upgrade
默认安装包
|   # 包名称  |   版本号  |   构建号  |   频道  | 
|   _ipyw_jlab_  |   0.1.0  |   py36_0  | |
|   _libgcc_mut  |   0.1  |   main  | |
|   aioeasywebd  |   2.4.0 py3  |   6_1000  |   conda-forge  | 
|   aiohttp  |   3.6.2 py36h7b6  |   447c_0  | |
|   anaconda-cl  |   1.7.2  |   py36_0  | |
|   anaconda-na  |   1.9.12  |   py36_1  | |
|   appdirs  |   1.4.3 py36h28b  |   3542_0  | |
|   async-timeo  |   3.0.1  |   py36_0  | |
|   attrs  |   19.3.0  |   py_0  | |
|   backcall  |   0.2.0  |   py_0  | |
|   backports  |   1.0  |   py_2  | |
|   backports.f  |   che 1.6.1  |   py_0  | |
|   backports.t  |   1.0  |   py_1  | |
|   backports.w  |   1.0.post1  |   py_1  | |
|   bcrypt  |   3.1.7 py36h7b6  |   447c_1  | |
|   beautifulso  |   4.9.1  |   py36_0  | |
|   blas  |   1.0  |   mkl  | |
|   bleach  |   3.1.5  |   py_0  | |
|   boto3  |   1.9.66  |   py36_0  | |
|   botocore  |   1.12.189  |   py_0  | |
|   brotlipy  |   0.7.0 py36h7b64  |   47c_10  |   0  | 
|   bzip2  |   1.0.8 h7b6  |   447c_0  | |
|   ca-certific  |   2020.6.24  |   0  | |
|   cachetools  |   4.1.0  |   py_1  | |
|   cairo  |   1.14.12 h894  |   8797_3  | |
|   certifi  |   2020.6.20  |   py36_0  | |
|   cffi  |   1.14.0 py36h2e2  |   61b9_0  | |
|   chardet  |   3.0.4 py3  |   6_1003  | |
|   click  |   7.1.2  |   py_0  | |
|   clyent  |   1.2.2  |   py36_1  | |
|   conda  |   4.8.3  |   py36_0  | |
|   conda-build  |   3.18.11  |   py36_0  | |
|   conda-env  |   2.6.0  |   1  | |
|   conda-packa  |   1.6.1 py36h7b6  |   447c_0  | |
|   conda-verif  |   3.4.2  |   py_1  | |
|   configargpa  |   1.2.3  |   py_0  | |
|   cryptograph  |   2.9.2 py36h1ba  |   5d50_0  | |
|   cycler  |   0.10.0  |   py36_0  | |
|   dataclasses  |   0.7  |   py36_0  | |
|   datrie  |   0.8.2 py36h7b6  |   447c_0  | |
|   dbus  |   1.13.6 h746  |   ee38_0  | |
|   dcm2niix  |   1.0.20181114 h6bb024  |   c_1000  |   conda-forge  | 
|   decorator  |   4.4.2  |   py_0  | |
|   defusedxml  |   0.6.0  |   py_0  | |
|   docutils  |   0.16  |   py36_1  | |
|   dropbox  |   10.2.0  |   py36_0  | |
|   entrypoints  |   0.3  |   py36_0  | |
|   expat  |   2.2.9 he67  |   10b0_2  | |
|   filechunkio  |   1.6  |   py36_0  |   bioconda  | 
|   filelock  |   3.0.12  |   py_0  | |
|   fontconfig  |   2.13.0 h942  |   0a91_0  | |
|   freeglut  |   3.0.0 hf48  |   4d3e_5  | |
|   freetype  |   2.10.2 h5ab  |   3b9f_0  | |
|   fribidi  |   1.0.9 h7b6  |   447c_0  | |
|   fsleyes  |   0.32.0  |   py36_0  |   conda-forge  | 
|   fsleyes-pro  |   1.6.7  |   py_0  |   conda-forge  | 
|   fsleyes-wid  |   0.8.4  |   py_0  |   conda-forge  | 
|   fslpy  |   3.2.1 pyh5ca  |   1d4c_0  |   conda-forge  | 
|   ftputil  |   3.2  |   py36_0  |   bioconda  | 
|   future  |   0.18.2  |   py36_1  | |
|   gettext  |   0.19.8.1 hd7b  |   ead4_3  | |
|   gitdb  |   4.0.5  |   py_0  | |
|   gitpython  |   3.1.3  |   py_1  | |
|   glib  |   2.56.2 hd40  |   8876_0  | |
|   glob2  |   0.7  |   py_0  | |
|   google-api-  |   1.17.0  |   py36_0  | |
|   google-auth  |   1.17.2  |   py_0  | |
|   google-clou  |   1.3.0  |   py_0  | |
|   google-clou  |   1.28.1  |   py_0  | |
|   google-resu  |   0.5.1  |   py_0  | |
|   googleapis-  |   1.51.0  |   py36_2  | |
|   graphite2  |   1.3.14 h234  |   75e2_0  | |
|   graphviz  |   2.40.1 h21b  |   d128_2  | |
|   gst-plugins  |   1.14.0 hbbd  |   80ab_1  | |
|   gstreamer  |   1.14.0 hb45  |   3b48_1  | |
|   h5py  |   2.10.0 py36hd62  |   99e0_1  | |
|   harfbuzz  |   1.8.8 hffa  |   f4a1_0  | |
|   hdf5  |   1.10.6 hb1b  |   8bf9_0  | |
|   icu  |   58.2 he67  |   10b0_3  | |
|   idna  |   2.10  |   py_0  | |
|   idna_ssl  |   1.1.0  |   py36_0  | |
|   importlib-m  |   1.7.0  |   py36_0  | |
|   importlib_m  |   1.7.0  |   0  | |
|   indexed_gzi  |   1.3.2 py36hfaf  |   6566_0  |   conda-forge  | 
|   intel-openm  |   2020.1  |   217  | |
|   ipykernel  |   5.3.4 py36h5ca  |   1d4c_0  | |
|   ipython  |   7.16.1 py36h5ca  |   1d4c_0  | |
|   ipython_gen  |   0.2.0  |   py36_0  | |
|   ipywidgets  |   7.5.1  |   py_0  | |
|   isodate  |   0.6.0  |   py_1  | |
|   jedi  |   0.17.1  |   py36_0  | |
|   jinja2  |   2.11.2  |   py_0  | |
|   jmespath  |   0.10.0  |   py_0  | |
|   jpeg  |   9b h024  |   ee3a_2  | |
|   json5  |   0.9.5  |   py_0  | |
|   jsonschema  |   3.2.0  |   py36_0  | |
|   jupyter_cli  |   6.1.6  |   py_0  | |
|   jupyter_cor  |   4.6.3  |   py36_0  | |
|   jupyterlab  |   2.1.5  |   py_0  | |
|   jupyterlab_  |   1.2.0  |   py_0  | |
|   kiwisolver  |   1.2.0 py36hfd8  |   6e86_0  | |
|   lcms2  |   2.11 h396  |   b838_0  | |
|   ld_impl_lin  |   2.33.1 h53a  |   641e_7  | |
|   libarchive  |   3.4.2 h624  |   08e4_0  | |
|   libedit  |   3.1.20191231 h14c  |   3975_1  | |
|   libffi  |   3.2.1 hd88  |   cf55_4  | |
|   libgcc-ng  |   9.1.0 hdf6  |   3c60_0  | |
|   libgfortran  |   7.3.0 hdf6  |   3c60_0  | |
|   libglu  |   9.0.0 hf48  |   4d3e_1  | |
|   liblief  |   0.10.1 he67  |   10b0_0  | |
|   libpng  |   1.6.37 hbc8  |   3047_0  | |
|   libprotobuf  |   3.12.3 hd40  |   8876_0  | |
|   libsodium  |   1.0.18 h7b6  |   447c_0  | |
|   libspatiali  |   1.9.3 he67  |   10b0_0  | |
|   libssh2  |   1.9.0 h1ba  |   5d50_1  | |
|   libstdcxx-n  |   9.1.0 hdf6  |   3c60_0  | |
|   libtiff  |   4.1.0 h273  |   3197_1  | |
|   libuuid  |   1.0.3 h1be  |   d415_2  | |
|   libxcb  |   1.14 h7b6  |   447c_0  | |
|   libxml2  |   2.9.10 he19  |   cac6_1  | |
|   lz4-c  |   1.9.2 he67  |   10b0_1  | |
|   markupsafe  |   1.1.1 py36h7b6  |   447c_0  | |
|   matplotlib  |   3.2.2  |   0  | |
|   matplotlib-  |   3.2.2 py36hef1  |   b27d_0  | |
|   mistune  |   0.8.4 py36h7b6  |   447c_0  | |
|   mkl  |   2020.1  |   217  | |
|   mkl-service  |   2.3.0 py36he90  |   4b0f_0  | |
|   mkl_fft  |   1.1.0 py36h23d  |   657b_0  | |
|   mkl_random  |   1.1.1 py36h057  |   3a6f_0  | |
|   more-iterto  |   8.4.0  |   py_0  | |
|   multidict  |   4.7.3 py36h7b6  |   447c_0  | |
|   navigator-u  |   0.2.1  |   py36_0  | |
|   nbconvert  |   5.6.1  |   py36_0  | |
|   nbformat  |   5.0.7  |   py_0  | |
|   ncurses  |   6.2 he67  |   10b0_1  | |
|   networkx  |   2.4  |   py_1  | |
|   nibabel  |   3.1.1  |   py_0  |   conda-forge  | 
|   notebook  |   6.0.3  |   py36_0  | |
|   numpy  |   1.19.1 py36hbc9  |   11f0_0  | |
|   numpy-base  |   1.19.1 py36hfa3  |   2c7d_0  | |
|   olefile  |   0.46  |   py36_0  | |
|   openssl  |   1.1.1g h7b6  |   447c_0  | |
|   packaging  |   20.4  |   py_0  | |
|   pandas  |   1.0.5 py36h057  |   3a6f_0  | |
|   pandoc  |   2.10  |   0  | |
|   pandocfilte  |   1.4.2  |   py36_1  | |
|   pango  |   1.42.4 h049  |   681c_0  | |
|   paramiko  |   2.7.1  |   py_0  | |
|   parso  |   0.7.0  |   py_0  | |
|   patchelf  |   0.11 he67  |   10b0_0  | |
|   pcre  |   8.44 he67  |   10b0_0  | |
|   pexpect  |   4.8.0  |   py36_0  | |
|   pickleshare  |   0.7.5  |   py36_0  | |
|   pillow  |   7.2.0 py36hb39  |   fc2d_0  | |
|   pip  |   20.1.1  |   py36_1  | |
|   pixman  |   0.40.0 h7b6  |   447c_0  | |
|   pkginfo  |   1.5.0.1  |   py36_0  | |
|   pluggy  |   0.13.1  |   py36_0  | |
|   prettytable  |   0.7.2  |   py_3  |   conda-forge  | 
|   progressbar  |   3.37.1  |   py36_0  | |
|   prometheus_  |   0.8.0  |   py_0  | |
|   prompt-tool  |   3.0.5  |   py_0  | |
|   protobuf  |   3.12.3 py36he67  |   10b0_0  | |
|   psutil  |   5.7.0 py36h7b6  |   447c_0  | |
|   ptyprocess  |   0.6.0  |   py36_0  | |
|   py  |   1.9.0  |   py_0  | |
|   py-lief  |   0.10.1 py36h403  |   a769_0  | |
|   pyasn1  |   0.4.8  |   py_0  | |
|   pyasn1-modu  |   0.2.7  |   py_0  | |
|   pycosat  |   0.6.3 py36h7b6  |   447c_0  | |
|   pycparser  |   2.20  |   py_2  | |
|   pydicom  |   2.0.0 pyh9f0  |   ad1d_0  |   conda-forge  | 
|   pygments  |   2.6.1  |   py_0  | |
|   pygraphviz  |   1.3 py36h14c  |   3975_1  | |
|   pymesh2  |   0.2.1  |   py36_0  |   conda-forge  | 
|   pynacl  |   1.4.0 py36h7b6  |   447c_1  | |
|   pyopengl  |   3.1.1a1  |   py36_0  | |
|   pyopenssl  |   19.1.0  |   py_1  | |
|   pyparsing  |   2.4.7  |   py_0  | |
|   pyqt  |   5.9.2 py36h05f  |   1152_2  | |
|   pyrsistent  |   0.16.0 py36h7b6  |   447c_0  | |
|   pysftp  |   0.2.9  |   py_1  | |
|   pysocks  |   1.7.1  |   py36_0  | |
|   pytest  |   5.4.3  |   py36_0  | |
|   pytest-runn  |   5.2  |   py_0  | |
|   python  |   3.6.10 hcf3  |   2534_1  | |
|   python-date  |   2.8.1  |   py_0  | |
|   python-irod  |   0.7.0  |   py_0  |   conda-forge  | 
|   python-liba  |   2.9  |   py_0  | |
|   python-util  |   2.3.0  |   py36_0  | |
|   python_abi  |   3.6 1  |   _cp36m  |   conda-forge  | 
|   pytz  |   2020.1  |   py_0  | |
|   pyyaml  |   5.3.1 py36h7b6  |   447c_1  | |
|   pyzmq  |   19.0.1 py36he67  |   10b0_1  | |
|   qt  |   5.9.7 h586  |   7ecd_1  | |
|   qtpy  |   1.9.0  |   py_0  | |
|   ratelimiter  |   1.2.0 py3  |   6_1000  |   conda-forge  | 
|   readline  |   8.0 h7b6  |   447c_0  | |
|   requests  |   2.24.0  |   py_0  | |
|   ripgrep  |   11.0.2 he32  |   d670_0  | |
|   rsa  |   4.0  |   py_0  | |
|   rtree  |   0.8.3 py36h7b0c  |   dae_10  |   03 conda-forge  | 
|   ruamel_yaml  |   0.15.87 py36h7b6  |   447c_1  | |
|   s3transfer  |   0.1.13  |   py36_0  | |
|   scipy  |   1.5.0 py36h0b6  |   359f_0  | |
|   send2trash  |   1.5.0  |   py36_0  | |
|   setuptools  |   49.2.0  |   py36_0  | |
|   sip  |   4.19.8 py36hf48  |   4d3e_0  | |
|   six  |   1.15.0  |   py_0  | |
|   smmap  |   3.0.2  |   py_0  | |
|   snakemake  |   5.3.0  |   py36_1  |   bioconda  | 
|   snakemake-m  |   5.3.0  |   py36_1  |   bioconda  | 
|   soupsieve  |   2.0.1  |   py_0  | |
|   sphinx_rtd_  |   0.4.3  |   py_0  | |
|   sqlite  |   3.32.3 h62c  |   20be_0  | |
|   terminado  |   0.8.3  |   py36_0  | |
|   testpath  |   0.4.4  |   py_0  | |
|   tk  |   8.6.10 hbc8  |   3047_0  | |
|   tornado  |   6.0.4 py36h7b6  |   447c_1  | |
|   tqdm  |   4.47.0  |   py_0  | |
|   traitlets  |   4.3.3  |   py36_0  | |
|   trimesh  |   3.7.7 pyh9f0  |   ad1d_0  |   conda-forge  | 
|   typing_exte  |   3.7.4.2  |   py_0  | |
|   urllib3  |   1.25.9  |   py_0  | |
|   wcwidth  |   0.2.5  |   py_0  | |
|   webencoding  |   0.5.1  |   py36_1  | |
|   wheel  |   0.34.2  |   py36_0  | |
|   widgetsnbex  |   3.5.1  |   py36_0  | |
|   wrapt  |   1.12.1 py36h7b6  |   447c_1  | |
|   wxnatpy  |   0.3.2  |   py_0  |   conda-forge  | 
|   wxpython  |   4.0.4 py36hc99  |   224d_0  | |
|   xmlrunner  |   1.7.7  |   py_0  |   conda-forge  | 
|   xmltodict  |   0.12.0  |   py_0  | |
|   xnat  |   0.3.22  |   py_0  |   conda-forge  | 
|   xz  |   5.2.5 h7b6  |   447c_0  | |
|   yaml  |   0.2.5 h7b6  |   447c_0  | |
|   yarl  |   1.4.2 py36h7b6  |   447c_0  | |
|   zeromq  |   4.3.2 he67  |   10b0_2  | |
|   zipp  |   3.1.0  |   py_0  | |
|   zlib  |   1.2.11 h7b6  |   447c_3  | |
|   zstd  |   1.4.5 h9ce  |   ee32_0  | 










