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 |
