## 集成的算法包与计算框架的版本 | Python | | | R | | | ----------------------- | ------------ | --- | -------------------- | ----------- | | absl-py | 0.7.1 | | abind | 1.4-5 | | alembic | 0.9.9 | | arules | 1.5-0 | | asn1crypto | 0.24.0 | | arulesSequences | 0.2-16 | | astor | 0.7.1 | | arulesViz | 1.3-0 | | atomicwrites | 1.3.0 | | assertthat | 0.2.0 | | attrs | 19.1.0 | | backports | 1.1.2 | | backcall | 0.1.0 | | base | 3.4.1 | | beautifulsoup4 | 4.5.3 | | base64enc | 0.1-3 | | blas | 1.1 | | BH | 1.66.0-1 | | bleach | 1.5.0 | | bindr | 0.1.1 | | bokeh | 0.12.16 | | bindrcpp | 0.2.2 | | boto | 2.49.0 | | bit | 1.1-14 | | boto3 | 1.9.128 | | bit64 | 0.9-7 | | botocore | 1.12.128 | | bitops | 1.0-6 | | bz2file | 0.98 | | blob | 1.1.1 | | bzip2 | 1.0.6 | | broom | 0.5.0 | | ca-certificates | 2019.3.9 | | C50 | 0.1.0-24 | | cairo | 1.14.6 | | callr | 2.0.4 | | certifi | 2019.3.9 | | car | 2.1-4 | | cffi | 1.11.5 | | caret | 6.0-78 | | chardet | 3.0.4 | | caTools | 1.17 | | click | 7 | | cellranger | 1.1.0 | | cloudpickle | 0.2.2 | | chron | 2.3-51 | | conda | 4.5.4 | | class | 7.3-14 | | conda-env | 2.6.0 | | cli | 1.0.0 | | configurable-http-proxy | 3.1.0 | | cluster | 2.0.6 | | cryptography | 2.2.1 | | codetools | 0.2-15 | | curl | 7.60.0 | | colorspace | 1.3-2 | | cycler | 0.10.0 | | compiler | 3.4.1 | | cython | 0.25.2 | | config | 0.3 | | cytoolz | 0.9.0.1 | | CORElearn | 1.52.1 | | dask | 0.15.1 | | corrplot | 0.84 | | dask-core | 1.1.5 | | crayon | 1.3.4 | | dbus | 1.13.0 | | crosstalk | 1.0.0 | | DBUtils | 1.3 | | curl | 3.2 | | decorator | 4.3.0 | | CVST | 0.2-2 | | dill | 0.2.9 | | data.table | 1.10.4 | | distributed | 1.26.1 | | datasets | 3.4.1 | | docopt | 0.6.2 | | DBI | 1.0.0 | | docutils | 0.14 | | dbplyr | 1.2.2 | | entrypoints | 0.2.3 | | ddalpha | 1.3.4 | | expat | 2.2.5 | | DEoptimR | 1.0-8 | | fastavro | 0.21.19 | | devtools | 1.13.6 | | fastcache | 1.0.2 | | digest | 0.6.18 | | Flask | 0.12.2 | | dimRed | 0.1.0 | | Flask-HTTPAuth | 3.2.3 | | diptest | 0.75-7 | | Flask-SQLAlchemy | 2.3.2 | | doParallel | 1.0.10 | | fontconfig | 2.12.1 | | dplyr | 0.7.4 | | freetype | 2.7 | | DRR | 0.0.3 | | gast | 0.2.2 | | DT | 0.3 | | gensim | 3.6.0 | | e1071 | 1.6-8 | | gettext | 0.19.8.1 | | earth | 4.5.0 | | glib | 2.51.4 | | elasticnet | 1.1 | | gmp | 6.1.2 | | evaluate | 0.11 | | graphite2 | 1.3.11 | | fansi | 0.3.0 | | graphviz | 2.38.0 | | flexmix | 2.3-14 | | grpcio | 1.19.0 | | fmsb | 0.6.1 | | gsl | 2.2.1 | | forcats | 0.3.0 | | gst-plugins-base | 1.8.0 | | foreach | 1.4.4 | | gstreamer | 1.8.0 | | forecast | 8.2 | | h5py | 2.6.0 | | foreign | 0.8-71 | | harfbuzz | 1.4.3 | | Formula | 1.2-2 | | hdf5 | 1.8.17 | | fpc | 2.1-11.1 | | heapdict | 1.0.0 | | fracdiff | 1.4-2 | | html5lib | 0.9999999 | | gclus | 1.3.1 | | icu | 58.2 | | gdata | 2.17.0 | | idna | 2.6 | | geometry | 0.3-6 | | imbalanced-learn | 0.4.3 | | ggplot2 | 2.2.1 | | imblearn | 0 | | git2r | 0.23.0 | | ipykernel | 4.8.2 | | glue | 1.3.0 | | ipython | 6.4.0 | | gmp | 0.5-13.2 | | ipython_genutils | 0.2.0 | | gower | 0.1.2 | | ipywidgets | 7.0.5 | | gplots | 3.0.0 | | itsdangerous | 1.1.0 | | graphics | 3.4.1 | | jedi | 0.12.0 | | grDevices | 3.4.1 | | jinja2 | 2.1 | | grid | 3.4.1 | | jmespath | 0.9.4 | | gridBase | 0.4-7 | | jpeg | 9b | | gsubfn | 0.6-6 | | jsonschema | 2.6.0 | | gtable | 0.2.0 | | jupyter_client | 5.2.3 | | gtools | 3.4.2 | | jupyter_core | 4.4.0 | | haven | 1.1.2 | | jupyterhub | 0.8.1 | | hexbin | 1.27.1 | | jupyterlab | 0.32.1 | | highr | 0.7 | | jupyterlab_launcher | 0.10.5 | | hms | 0.4.2 | | Keras | 2.1.2 | | htmltools | 0.3.6 | | krb5 | 1.14.6 | | htmlwidgets | 1 | | libcurl | 7.61.1 | | httpuv | 1.4.5 | | libedit | 3.1.20170329 | | httr | 1.3.1 | | libffi | 3.2.1 | | igraph | 1.0.1 | | libgcc | 5.2.0 | | ipred | 0.9-7 | | libgcc-ng | 8.2.0 | | IRdisplay | 0.4.4 | | libgfortran | 3.0.0 | | IRkernel | 0.8.7 | | libiconv | 1.15 | | irlba | 2.2.1 | | libpng | 1.6.28 | | iterators | 1.0.10 | | libprotobuf | 3.7.0 | | jsonlite | 1.5 | | libsodium | 1.0.16 | | kernlab | 0.9-27 | | libssh2 | 1.8.0 | | KernSmooth | 2.23-15 | | libstdcxx-ng | 8.2.0 | | kknn | 1.3.1 | | libtiff | 4.0.7 | | knitr | 1.2 | | libtool | 2.4.6 | | labeling | 0.3 | | libuuid | 2.32.1 | | lars | 1.2 | | libxcb | 1.13 | | later | 0.7.3 | | libxml2 | 2.9.8 | | lattice | 0.20-35 | | lightgbm | 2.2.2 | | lava | 1.6.3 | | llvmlite | 0.28.0 | | lazyeval | 0.2.1 | | locket | 0.2.0 | | lme4 | 1.1-18-1 | | mako | 1.0.7 | | lmtest | 0.9-36 | | Markdown | 3.1 | | log4r | 0.2 | | markupsafe | 1 | | lubridate | 1.7.4 | | matplotlib | 2.0.2 | | magic | 1.5-8 | | mistune | 0.8.3 | | magrittr | 1.5 | | more-itertools | 4.3.0 | | markdown | 0.8 | | mpmath | 1.1.0 | | MASS | 7.3-49 | | msgpack-python | 0.6.1 | | Matrix | 1.2-14 | | mysqlclient | 1.3.12 | | MatrixModels | 0.4-1 | | nbconvert | 5.3.1 | | mclust | 5.4.1 | | nbformat | 4.4.0 | | memoise | 1.1.0 | | ncurses | 5.9 | | methods | 3.4.1 | | networkx | 2.2 | | mgcv | 1.8-24 | | nodejs | 8.10.0 | | mime | 0.5 | | nomkl | 3 | | minqa | 1.2.4 | | notebook | 5.4.1 | | MLmetrics | 1.1.1 | | numba | 0.43.1 | | mnormt | 1.5-5 | | numexpr | 2.6.9 | | ModelMetrics | 1.1.0 | | numpy | 1.11.0 | | modelr | 0.1.2 | | olefile | 0.46 | | modeltools | 0.2-22 | | openblas | 0.2.19 | | munsell | 0.5.0 | | opencv-python | 3.4.4.19 | | mvtnorm | 1.0-8 | | openssl | 1.0.2r | | nlme | 3.1-137 | | packaging | 19 | | nloptr | 1.0.4 | | pamela | 0.3.0 | | NMF | 0.20.6 | | pandas | 0.22.0 | | nnet | 7.3-12 | | pandoc | 2.2.1 | | numDeriv | 2016.8-1 | | pandocfilters | 1.4.2 | | nycflights13 | 0.2.2 | | pango | 1.40.4 | | openssl | 1.0.2 | | parso | 0.2.1 | | pack | 0.1-1 | | partd | 0.3.9 | | padr | 0.4.0 | | patsy | 0.4.1 | | parallel | 3.4.1 | | pcre | 8.39 | | partykit | 1.1-1 | | pexpect | 4.6.0 | | pbdZMQ | 0.3-2 | | pickleshare | 0.7.4 | | pbkrtest | 0.4-7 | | pillow | 4.3.0 | | PerformanceAnalytics | 1.5.2 | | pip | 10.0.1 | | pillar | 1.3.0 | | pixman | 0.34.0 | | pkgconfig | 2.0.2 | | pluggy | 0.9.0 | | pkgmaker | 0.22 | | prompt_toolkit | 1.0.15 | | plogr | 0.2.0 | | protobuf | 3.7.0 | | plotly | 4.7.0 | | psutil | 5.6.1 | | plotmo | 3.3.3 | | pthread-stubs | 0.4 | | plotrix | 3.6-5 | | ptyprocess | 0.5.2 | | pls | 2.6-0 | | py | 1.8.0 | | plyr | 1.8.4 | | py4j | 0.10.6 | | prabclus | 2.2-6 | | pyclust | 0.2.0 | | praise | 1.0.0 | | pycosat | 0.6.3 | | prettyunits | 1.0.2 | | pycparser | 2.18 | | pROC | 1.10.0 | | pydot | 1.2.4 | | processx | 3.1.0 | | pygments | 2.2.0 | | prodlim | 2018.04.18 | | pykerberos | 1.1.14 | | promises | 1.0.1 | | PyMySQL | 0.9.3 | | proto | 0.3-10 | | pyod | 0.6.8 | | proxy | 0.4-17 | | pyopenssl | 18.0.0 | | psych | 1.7.8 | | pyparsing | 2.3.1 | | purrr | 0.2.5 | | pyqt | 5.6.0 | | PythonInR | 0.1-4 | | pyrserve | 0.9.1 | | quadprog | 1.5-5 | | pysocks | 1.6.8 | | Quandl | 2.8.0 | | pyspark | 2.2.1 | | quantmod | 0.4-13 | | pytest | 3.9.1 | | quantreg | 5.36 | | python | 3.6.3 | | R6 | 2.2.2 | | python-dateutil | 2.7.3 | | randomForest | 4.6-12 | | python-editor | 1.0.3 | | RANN | 2.5.1 | | python-graphviz | 0.8.4 | | rappdirs | 0.3.1 | | python-hdfs | 2.1.0 | | rattle | 5.2.0 | | python-oauth2 | 1.0.1 | | RColorBrewer | 1.1-2 | | pytz | 2018.9 | | Rcpp | 0.12.16 | | pyyaml | 5.1 | | RcppArmadillo | 0.9.100.5.0 | | pyzmq | 17.0.0 | | RcppEigen | 0.3.3.4.0 | | qt | 5.6.2 | | RcppRoll | 0.3.0 | | r-mutex | 1.0.0 | | RCurl | 1.95-4.11 | | readline | 6.2 | | readr | 1.1.1 | | requests | 2.18.4 | | readxl | 1.1.0 | | requests-kerberos | 0.11.0 | | recipes | 0.1.3 | | ruamel_yaml | 0.15.37 | | recommenderlab | 0.2-2 | | s3transfer | 0.2.0 | | registry | 0.3 | | scikit-image | 0.12.3 | | rematch | 1.0.1 | | scikit-learn | 0.20.3 | | repr | 0.15.0 | | scipy | 0.19.1 | | reprex | 0.1.2 | | seaborn | 0.7.1 | | reshape2 | 1.4.3 | | send2trash | 1.5.0 | | reticulate | 1.9 | | setuptools | 39.2.0 | | rjson | 0.2.15 | | simplegeneric | 0.8.1 | | RJSONIO | 1.3-0 | | sip | 4.18.1 | | rknn | 1.2-1 | | six | 1.11.0 | | rlang | 0.3.0.1 | | smart-open | 1.8.0 | | rmarkdown | 1.8 | | sortedcontainers | 2.1.0 | | RMySQL | 0.10.15 | | sparkts | 0.4.0 | | rngtools | 1.2.4 | | sqlalchemy | 1.1.18 | | robustbase | 0.93-2 | | sqlite | 3.13.0 | | ROCR | 1.0-6 | | statsmodels | 0.8.0 | | ROSE | 0.0-2 | | sympy | 1 | | rpart | 4.1-13 | | tblib | 1.3.2 | | rpart.plot | 3.0.6 | | tensorboard | 1.8.0 | | rprojroot | 1.3-2 | | tensorflow | 1.8.0 | | rPython | 0.0-6 | | tensorflow-gpu | 1.8.0 | | Rserve | 1.7-3 | | termcolor | 1.1.0 | | RSQLite | 2.1.0 | | terminado | 0.8.1 | | rstudioapi | 0.7 | | testpath | 0.3.1 | | rvest | 0.3.2 | | threadpool | 1.3.2 | | scales | 1.0.0 | | tk | 8.5.19 | | scatterplot3d | 0.3-41 | | toolz | 0.9.0 | | selectr | 0.4-1 | | toree | 0.2.0.dev1 | | seriation | 1.0-9 | | tornado | 5.0.2 | | sfsmisc | 1.1-2 | | traitlets | 4.3.2 | | shiny | 1.0.5 | | treelib | 1.5.5 | | smbinning | 0.4 | | urllib3 | 1.22 | | sourcetools | 0.1.7 | | vincent | 0.4.4 | | sparklyr | 0.8.4 | | wcwidth | 0.1.7 | | SparkR | 2.2.0 | | webencodings | 0.5 | | SparseM | 1.77 | | Werkzeug | 0.15.2 | | splines | 3.4.1 | | wheel | 0.31.0 | | sqldf | 0.4-10 | | widgetsnbextension | 3.0.8 | | SQUAREM | 2017.10-1 | | xlrd | 1.2.0 | | stats | 3.4.1 | | xorg-kbproto | 1.0.7 | | stats4 | 3.4.1 | | xorg-libice | 1.0.9 | | stringi | 1.2.4 | | xorg-libsm | 1.2.3 | | stringr | 1.3.1 | | xorg-libx11 | 1.6.7 | | survival | 2.42-6 | | xorg-libxau | 1.0.9 | | sweep | 0.2.1 | | xorg-libxdmcp | 1.1.3 | | tcltk | 3.4.1 | | xorg-libxext | 1.3.4 | | TeachingDemos | 2.1 | | xorg-libxrender | 0.9.10 | | testthat | 2.0.0 | | xorg-renderproto | 0.11.1 | | tibble | 1.4.2 | | xorg-xextproto | 7.3.0 | | tidyquant | 0.5.5 | | xorg-xproto | 7.0.31 | | tidyr | 0.8.1 | | xz | 5.2.3 | | tidyselect | 0.2.4 | | yaml | 0.1.7 | | tidyverse | 1.1.1 | | zeromq | 4.2.5 | | timeDate | 3043.102 | | zict | 0.1.4 | | timetk | 0.1.1 | | zlib | 1.2.11 | | tinytex | 0.5 | | | | | tools | 3.4.1 | | | | | trimcluster | 0.1-2.1 | | | | | tseries | 0.10-45 | | | | | TSP | 1.0-9 | | | | | TTR | 0.23-3 | | | | | utf8 | 1.1.4 | | | | | utils | 3.4.1 | | | | | uuid | 0.1-2 | | | | | vcd | 1.3-2 | | | | | viridisLite | 0.3.0 | | | | | visNetwork | 2.0.3 | | | | | whisker | 0.3-2 | | | | | withr | 2.1.2 | | | | | xgboost | 0.6-4 | | | | | XML | 3.98-1.16 | | | | | xml2 | 1.2.0 | | | | | xtable | 1.8-3 | | | | | xts | 0.10-2 | | | | | yaml | 2.2.0 | | | | | zoo | 1.7-14 |