User Guides

Supported libraries

Introduction

The Lean CLI supports using dozens of open source packages in your algorithms. These packages are reviewed by our security team, and when approved, can be used in backtesting, live trading, and research. To use these packages in your algorithm, you will need to add the relevant usingimport statement at the top of your code file.

The listings on this page display the installed libraries in the official LEAN Docker images. Visit Custom libraries to learn how to add custom libraries to your projects.

AMD64-based systems

The CLI supports many of the most popular C# and Python open-source libraries. On AMD64-based systems, the CLI supports the same C# and Python libraries as are supported on QuantConnect. If you're unsure about the architecture of your system, it is most likely AMD64. The following libraries are available on AMD64-based systems:

// Name                                    Version
Accord                                     3.5.0
Accord.Fuzzy                               3.5.0
Accord.MachineLearning                     3.5.0
Accord.Math                                3.5.0
Accord.Math.Core                           3.5.0
Accord.Statistics                          3.5.0
AsyncIO                                    0.1.26.0
CloneExtensions                            1.3.0
CoinAPI.WebSocket.V1                       1.6.0
Common.Logging                             3.4.1
Common.Logging.Core                        3.4.1
CSharpAPI                                  1.0.0.0
CsvHelper                                  19.0.0
DotNetZip                                  1.13.3.506
DynamicInterop                             0.9.0
Fasterflect                                3.0.0.0
FSharp.Core                                4.5.0.0
ICSharpCode.SharpZipLib                    1.2.0
IQFeed.CSharpApiClient                     2.5.1
LaunchDarkly.EventSource                   3.3.2
MathNet.Numerics                           4.15.0
McMaster.Extensions.CommandLineUtils       2.6.0
Microsoft.IO.RecyclableMemoryStream        1.3.5.0
Microsoft.Win32.SystemEvents               3.1.0
NetMQ                                      4.0.0.1
Newtonsoft.Json                            12.0.3
NodaTime                                   3.0.5
protobuf-net                               3.0.29
protobuf-net.Core                          3.0.29
Python.Runtime                             2.0.1.0
QLNet                                      1.11.3
QuantConnect.Algorithm                     2.5.0.0
QuantConnect.Algorithm.CSharp              2.5.0.0
QuantConnect.Algorithm.Framework           2.5.0.0
QuantConnect.AlgorithmFactory              2.5.0.0
QuantConnect.Api                           2.5.0.0
QuantConnect.Brokerages                    2.5.0.0
QuantConnect.Common                        2.5.0.0
QuantConnect.Compression                   2.5.0.0
QuantConnect.Configuration                 2.5.0.0
QuantConnect.IBAutomater.exe               2.0.17
QuantConnect.Indicators                    2.5.0.0
QuantConnect.Lean.Engine                   2.5.0.0
QuantConnect.Lean.Launcher.exe             2.5.0.0
QuantConnect.Logging                       2.5.0.0
QuantConnect.Messaging                     2.5.0.0
QuantConnect.Queues                        2.5.0.0
QuantConnect.Research                      2.5.0.0
QuantConnect.ToolBox.exe                   2.5.0.0
RDotNet                                    1.9.0
RestSharp                                  106.6.10
SuperSocket.ClientEngine                   0.10.0.0
System.ComponentModel.Composition          5.0.0
System.Configuration.ConfigurationManager  3.1.0
System.Drawing.Common                      4.6.26919.02
System.Private.ServiceModel                3.1.0
System.Security.Cryptography.Pkcs          4.6.26515.06
System.Security.Cryptography.ProtectedData 3.1.0
System.Security.Cryptography.Xml           4.6.26515.06
System.Security.Permissions                3.1.0
System.ServiceModel                        3.1.0
System.ServiceModel.Primitives             3.1.0
System.Windows.Extensions                  3.1.0
Utf8Json                                   1.3.7.0
WebSocket4Net                              0.15.2.11
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main  
absl-py                   0.12.0           py36h06a4308_0  
alembic                   1.6.2                    pypi_0    pypi
appdirs                   1.4.4                    pypi_0    pypi
arch                      4.14                     pypi_0    pypi
argon2-cffi               20.1.0                   pypi_0    pypi
arviz                     0.9.0                    pypi_0    pypi
ase                       3.21.1                   pypi_0    pypi
asn1crypto                1.4.0                      py_0  
astor                     0.8.1                    pypi_0    pypi
astropy                   4.0.1.post1              pypi_0    pypi
async-generator           1.10                     pypi_0    pypi
atari-py                  0.2.6                    pypi_0    pypi
attrs                     21.2.0                   pypi_0    pypi
auto-ks                   0.1                      pypi_0    pypi
autograd                  1.3                      pypi_0    pypi
backcall                  0.2.0                    pypi_0    pypi
bayesian-optimization     1.2.0                    pypi_0    pypi
beautifulsoup4            4.9.0                    pypi_0    pypi
blas                      1.0                         mkl  
blaze                     0.11.3                   py36_0  
bleach                    3.3.0                    pypi_0    pypi
blis                      0.7.4                    pypi_0    pypi
blosc                     1.21.0               h8c45485_0  
bokeh                     2.3.2            py36h06a4308_0  
boto3                     1.17.71                  pypi_0    pypi
botocore                  1.20.71                  pypi_0    pypi
bottleneck                1.3.2                    pypi_0    pypi
brotlipy                  0.7.0           py36h27cfd23_1003  
bzip2                     1.0.8                h7b6447c_0  
c-ares                    1.17.1               h27cfd23_0  
ca-certificates           2021.4.13            h06a4308_1  
cached-property           1.5.2                    pypi_0    pypi
catalogue                 2.0.4                    pypi_0    pypi
catboost                  0.23.2                   pypi_0    pypi
certifi                   2020.12.5        py36h06a4308_0  
cffi                      1.14.0           py36h2e261b9_0  
cftime                    1.4.1                    pypi_0    pypi
chardet                   4.0.0           py36h06a4308_1003  
click                     7.1.2              pyhd3eb1b0_0  
cliff                     3.7.0                    pypi_0    pypi
cloudpickle               1.3.0                    pypi_0    pypi
cmaes                     0.8.2                    pypi_0    pypi
cmd2                      1.5.0                    pypi_0    pypi
cmdstanpy                 0.4.0                    pypi_0    pypi
cntk                      2.7                      pypi_0    pypi
colorama                  0.4.4                    pypi_0    pypi
colorlog                  5.0.1                    pypi_0    pypi
colorlover                0.3.0                    pypi_0    pypi
conda                     4.10.1           py36h06a4308_1  
conda-env                 2.6.0                         1  
conda-package-handling    1.7.3            py36h27cfd23_1  
contextvars               2.4                        py_0  
convertdate               2.3.2                    pypi_0    pypi
copulae                   0.3.1                    pypi_0    pypi
copulalib                 1.1.0                    pypi_0    pypi
copulas                   0.3.3                    pypi_0    pypi
coverage                  5.5              py36h27cfd23_2  
creme                     0.5.1                    pypi_0    pypi
cryptography              3.4.7            py36hd23ed53_0  
cudatoolkit               10.2.89              hfd86e86_1  
cufflinks                 0.17.3                   pypi_0    pypi
cvxopt                    1.2.0                    pypi_0    pypi
cvxpy                     1.0.31                   pypi_0    pypi
cycler                    0.10.0                   pypi_0    pypi
cymem                     2.0.5                    pypi_0    pypi
cython                    0.29.17          py36he6710b0_0  
cytoolz                   0.11.0           py36h7b6447c_0  
dask                      2021.3.0           pyhd3eb1b0_0  
dask-core                 2021.3.0           pyhd3eb1b0_0  
dataclasses               0.8                      pypi_0    pypi
datashape                 0.5.4            py36h06a4308_1  
deap                      1.3.1                    pypi_0    pypi
decorator                 4.4.2                    pypi_0    pypi
defusedxml                0.7.1                    pypi_0    pypi
deprecated                1.2.12                   pypi_0    pypi
dgl                       0.6.1                    pypi_0    pypi
dill                      0.3.1.1                  pypi_0    pypi
distributed               2.20.0                   pypi_0    pypi
docutils                  0.14                     pypi_0    pypi
dtw-python                1.0.5                    pypi_0    pypi
dx                        0.1.2                    pypi_0    pypi
ecos                      2.0.7.post1              pypi_0    pypi
entrypoints               0.3                      pypi_0    pypi
ephem                     3.7.7.1                  pypi_0    pypi
fastai                    1.0.61                   pypi_0    pypi
fastai2                   0.0.17                   pypi_0    pypi
fastcore                  1.3.20                   pypi_0    pypi
fastprogress              1.0.0                    pypi_0    pypi
fasttext                  0.9.2                    pypi_0    pypi
fbprophet                 0.6                      pypi_0    pypi
feature-selector          1.0.0                    pypi_0    pypi
featuretools              0.14.0                   pypi_0    pypi
findiff                   0.8.5                    pypi_0    pypi
flask                     1.1.2              pyhd3eb1b0_0  
flask-cors                3.0.10             pyhd3eb1b0_0  
freetype                  2.10.4               h5ab3b9f_0  
frozendict                2.0.2                    pypi_0    pypi
fsspec                    2021.4.0                 pypi_0    pypi
future                    0.18.2                   pypi_0    pypi
gast                      0.2.2                    pypi_0    pypi
gensim                    3.8.0                    pypi_0    pypi
gluonts                   0.4.3                    pypi_0    pypi
google-pasta              0.2.0                      py_0  
googledrivedownloader     0.4                      pypi_0    pypi
gplearn                   0.4.1                    pypi_0    pypi
greenlet                  1.1.0                    pypi_0    pypi
grpcio                    1.37.1                   pypi_0    pypi
gym                       0.17.2                   pypi_0    pypi
h2o                       3.30.0.3                 pypi_0    pypi
h5py                      3.1.0                    pypi_0    pypi
hdf5                      1.10.4               hb1b8bf9_0  
heapdict                  1.0.1                      py_0  
hmmlearn                  0.2.3                    pypi_0    pypi
holidays                  0.9.12                   pypi_0    pypi
hopcroftkarp              1.2.5                    pypi_0    pypi
hyperopt                  0.2.5                    pypi_0    pypi
idna                      2.10               pyhd3eb1b0_0  
immutables                0.15             py36h27cfd23_0  
importlib-metadata        4.0.1                    pypi_0    pypi
iniconfig                 1.1.1                    pypi_0    pypi
intel-openmp              2021.2.0           h06a4308_610  
ipykernel                 5.5.4                    pypi_0    pypi
ipython                   7.16.1                   pypi_0    pypi
ipython-genutils          0.2.0                    pypi_0    pypi
ipywidgets                7.5.1                    pypi_0    pypi
isodate                   0.6.0                    pypi_0    pypi
itsdangerous              1.1.0                    py36_0  
jax                       0.1.68                   pypi_0    pypi
jaxlib                    0.1.47                   pypi_0    pypi
jedi                      0.18.0                   pypi_0    pypi
jinja2                    3.0.0                    pypi_0    pypi
jmespath                  0.10.0                   pypi_0    pypi
joblib                    1.0.1                    pypi_0    pypi
jpeg                      9b                   h024ee3a_2  
json5                     0.9.5                    pypi_0    pypi
jsonschema                3.2.0                    pypi_0    pypi
jupyter-client            6.1.12                   pypi_0    pypi
jupyter-core              4.7.1                    pypi_0    pypi
jupyterlab                2.1.2                    pypi_0    pypi
jupyterlab-pygments       0.1.2                    pypi_0    pypi
jupyterlab-server         1.2.0                    pypi_0    pypi
keras                     2.3.1                    pypi_0    pypi
keras-applications        1.0.8                      py_1  
keras-preprocessing       1.1.2              pyhd3eb1b0_0  
keras-rl                  0.4.2                    pypi_0    pypi
kiwisolver                1.3.1                    pypi_0    pypi
kmapper                   2.0.0                    pypi_0    pypi
lcms2                     2.12                 h3be6417_0  
ld_impl_linux-64          2.33.1               h53a641e_7  
libedit                   3.1.20170329         h6b74fdf_2  
libffi                    3.2.1             hf484d3e_1007  
libgcc-ng                 9.1.0                hdf63c60_0  
libgfortran-ng            7.3.0                hdf63c60_0  
libllvm10                 10.0.1               hbcb73fb_5  
libpng                    1.6.37               hbc83047_0  
libprotobuf               3.14.0               h8c45485_0  
libstdcxx-ng              8.2.0                hdf63c60_1  
libtiff                   4.2.0                h85742a9_0  
libwebp-base              1.2.0                h27cfd23_0  
lightgbm                  2.3.0                    pypi_0    pypi
littleutils               0.2.2                    pypi_0    pypi
llvmlite                  0.36.0                   pypi_0    pypi
locket                    0.2.1                    pypi_0    pypi
lunarcalendar             0.0.9                    pypi_0    pypi
lxml                      4.5.0                    pypi_0    pypi
lz4-c                     1.9.3                h2531618_0  
lzo                       2.10                 h7b6447c_2  
mako                      1.1.4                    pypi_0    pypi
markdown                  3.3.4            py36h06a4308_0  
markupsafe                2.0.0                    pypi_0    pypi
matplotlib                3.2.1                    pypi_0    pypi
mistune                   0.8.4                    pypi_0    pypi
mkl                       2020.2                      256  
mkl-service               2.3.0            py36he8ac12f_0  
mkl_fft                   1.3.0            py36h54f3939_0  
mkl_random                1.1.1            py36h0573a6f_0  
mmh3                      2.5.1                    pypi_0    pypi
mock                      4.0.3              pyhd3eb1b0_0  
mpi                       1.0                     openmpi    conda-forge
mpi4py                    3.0.3                    pypi_0    pypi
mplfinance                0.12.4a0                 pypi_0    pypi
mpmath                    1.2.1                    pypi_0    pypi
msgpack                   1.0.0                    pypi_0    pypi
msgpack-numpy             0.4.7.1                  pypi_0    pypi
msgpack-python            1.0.2            py36hff7bd54_1  
multipledispatch          0.6.0                    py36_0  
multiprocess              0.70.9                   pypi_0    pypi
murmurhash                1.0.5                    pypi_0    pypi
mxnet                     1.6.0                    pypi_0    pypi
nbclient                  0.5.3                    pypi_0    pypi
nbconvert                 6.0.7                    pypi_0    pypi
nbformat                  5.1.3                    pypi_0    pypi
ncurses                   6.2                  he6710b0_1  
nest-asyncio              1.5.1                    pypi_0    pypi
netcdf4                   1.5.6                    pypi_0    pypi
networkx                  2.5.1                    pypi_0    pypi
neural-tangents           0.2.1                    pypi_0    pypi
ninja                     1.10.2               hff7bd54_1  
nltk                      3.4.5                    pypi_0    pypi
notebook                  6.3.0                    pypi_0    pypi
numba                     0.46.0                   pypi_0    pypi
numdifftools              0.9.39                   pypi_0    pypi
numexpr                   2.7.3            py36hb2eb853_0  
numpy                     1.18.1           py36h4f9e942_0  
numpy-base                1.18.1           py36hde5b4d6_1  
nvidia-ml-py3             7.352.0                  pypi_0    pypi
oauthlib                  3.1.0                    pypi_0    pypi
odo                       0+unknown                pypi_0    pypi
olefile                   0.46                     py36_0  
opencv-python             4.5.2.52                 pypi_0    pypi
openmpi                   4.0.3                hdf1f1ad_1    conda-forge
openssl                   1.1.1k               h27cfd23_0  
opt-einsum                3.3.0                    pypi_0    pypi
opt_einsum                3.1.0                      py_0  
optuna                    2.3.0                    pypi_0    pypi
osqp                      0.6.2.post0              pypi_0    pypi
outdated                  0.2.1                    pypi_0    pypi
packaging                 20.9               pyhd3eb1b0_0  
pandas                    0.25.3           py36he6710b0_0  
pandas-flavor             0.2.0                    pypi_0    pypi
pandas-market-calendars   1.7                      pypi_0    pypi
pandocfilters             1.4.3                    pypi_0    pypi
parso                     0.8.2                    pypi_0    pypi
partd                     1.2.0              pyhd3eb1b0_0  
pathy                     0.5.2                    pypi_0    pypi
patsy                     0.5.1                    pypi_0    pypi
pbr                       5.6.0                    pypi_0    pypi
pennylane                 0.9.0                    pypi_0    pypi
persim                    0.3.0                    pypi_0    pypi
pexpect                   4.8.0                    pypi_0    pypi
pickleshare               0.7.5                    pypi_0    pypi
pillow                    8.2.0            py36he98fc37_0  
pingouin                  0.3.8                    pypi_0    pypi
pip                       21.0.1           py36h06a4308_0  
plotly                    4.7.1                    pypi_0    pypi
pluggy                    0.13.1                   pypi_0    pypi
pomegranate               0.11.1                   pypi_0    pypi
ppscore                   0.0.2                    pypi_0    pypi
preshed                   3.0.5                    pypi_0    pypi
prettytable               2.1.0                    pypi_0    pypi
prometheus-client         0.10.1                   pypi_0    pypi
prompt-toolkit            3.0.18                   pypi_0    pypi
property-cached           1.6.4                    pypi_0    pypi
protobuf                  3.16.0                   pypi_0    pypi
psutil                    5.8.0            py36h27cfd23_1  
ptvsd                     4.3.2                    pypi_0    pypi
ptyprocess                0.7.0                    pypi_0    pypi
pulp                      1.6.8                    pypi_0    pypi
py                        1.10.0                   pypi_0    pypi
pyaml                     20.4.0                   pypi_0    pypi
pybind11                  2.6.2                    pypi_0    pypi
pycosat                   0.6.3            py36h27cfd23_0  
pycparser                 2.20                       py_2  
pydantic                  1.7.4                    pypi_0    pypi
pydevd-pycharm            201.8538.36              pypi_0    pypi
pyflux                    0.4.15                   pypi_0    pypi
pyglet                    1.5.0                    pypi_0    pypi
pygments                  2.9.0                    pypi_0    pypi
pykalman                  0.9.5                    pypi_0    pypi
pymc3                     3.8                      pypi_0    pypi
pymeeus                   0.5.11                   pypi_0    pypi
pyopenssl                 20.0.1             pyhd3eb1b0_1  
pyparsing                 2.4.7              pyhd3eb1b0_0  
pyperclip                 1.8.2                    pypi_0    pypi
pyportfolioopt            1.2.2                    pypi_0    pypi
pyramid-arima             0.9.0                    pypi_0    pypi
pyrb                      1.0.1                    pypi_0    pypi
pyro-api                  0.1.2                    pypi_0    pypi
pyro-ppl                  1.3.1                    pypi_0    pypi
pyrsistent                0.17.3                   pypi_0    pypi
pysocks                   1.7.1            py36h06a4308_0  
pystan                    2.19.1.1                 pypi_0    pypi
pytables                  3.6.1            py36h71ec239_0  
pytest                    6.2.4                    pypi_0    pypi
python                    3.6.8                h0371630_0  
python-dateutil           2.8.0                    pypi_0    pypi
python-editor             1.0.4                    pypi_0    pypi
python-graphviz           0.8.4                    pypi_0    pypi
python-louvain            0.15                     pypi_0    pypi
python_abi                3.6                     1_cp36m    conda-forge
pytorch                   1.5.0           py3.6_cuda10.2.89_cudnn7.6.5_0    pytorch
pytz                      2021.1             pyhd3eb1b0_0  
pywavelets                1.1.1                    pypi_0    pypi
pyyaml                    5.4.1                    pypi_0    pypi
pyzmq                     22.0.3                   pypi_0    pypi
qdldl                     0.1.5.post0              pypi_0    pypi
quadprog                  0.1.8                    pypi_0    pypi
quantecon                 0.4.8                    pypi_0    pypi
quantlib                  1.22                     pypi_0    pypi
quantlib-python           1.18                     pypi_0    pypi
rauth                     0.7.3                    pypi_0    pypi
rdflib                    5.0.0                    pypi_0    pypi
readline                  7.0                  h7b6447c_5  
requests                  2.25.1             pyhd3eb1b0_0  
requests-oauthlib         1.3.0                    pypi_0    pypi
retrying                  1.3.3                    pypi_0    pypi
ripser                    0.6.0                    pypi_0    pypi
riskparityportfolio       0.2                      pypi_0    pypi
rpy2                      3.3.6                    pypi_0    pypi
ruamel_yaml               0.15.100         py36h27cfd23_0  
ruptures                  1.1.3                    pypi_0    pypi
scikit-learn              0.23.2                   pypi_0    pypi
scikit-learn-extra        0.2.0                    pypi_0    pypi
scikit-multiflow          0.4.1                    pypi_0    pypi
scikit-optimize           0.7.4                    pypi_0    pypi
scikit-posthocs           0.6.7                    pypi_0    pypi
scikit-tda                0.0.3                    pypi_0    pypi
scipy                     1.5.4                    pypi_0    pypi
scs                       2.1.3                    pypi_0    pypi
sdeint                    0.2.1                    pypi_0    pypi
seaborn                   0.11.0                   pypi_0    pypi
semantic-version          2.6.0                    pypi_0    pypi
send2trash                1.5.0                    pypi_0    pypi
setuptools                52.0.0           py36h06a4308_0  
setuptools-git            1.2                      pypi_0    pypi
simpy                     4.0.1                    pypi_0    pypi
six                       1.15.0             pyhd3eb1b0_0  
sklearn-contrib-py-earth  0.1.0                    pypi_0    pypi
sklearn-json              0.1.0                    pypi_0    pypi
sktime                    0.3.0                    pypi_0    pypi
sktime-dl                 0.1.0                    pypi_0    pypi
smart-open                3.0.0                    pypi_0    pypi
sortedcontainers          2.3.0              pyhd3eb1b0_0  
soupsieve                 2.2.1                    pypi_0    pypi
spacy                     3.0.6                    pypi_0    pypi
spacy-legacy              3.0.5                    pypi_0    pypi
sqlalchemy                1.4.15                   pypi_0    pypi
sqlite                    3.26.0               h7b6447c_0  
srsly                     2.4.1                    pypi_0    pypi
ssm                       0.0.1                    pypi_0    pypi
stable-baselines          2.10.0                   pypi_0    pypi
statistics                1.0.3.5                  pypi_0    pypi
statsmodels               0.11.1                   pypi_0    pypi
stevedore                 3.3.0                    pypi_0    pypi
sympy                     1.8                      pypi_0    pypi
ta                        0.5.25                   pypi_0    pypi
ta-lib                    0.4.18                   pypi_0    pypi
tabulate                  0.8.9                    pypi_0    pypi
tadasets                  0.0.4                    pypi_0    pypi
tbb                       2021.2.0                 pypi_0    pypi
tblib                     1.7.0                      py_0  
tensorboard               1.15.0                   pypi_0    pypi
tensorflow                1.15.2                   pypi_0    pypi
tensorflow-base           1.15.0          mkl_py36he1670d9_0  
tensorflow-estimator      1.15.1                   pypi_0    pypi
tensorforce               0.5.5                    pypi_0    pypi
termcolor                 1.1.0                    pypi_0    pypi
terminado                 0.9.5                    pypi_0    pypi
testpath                  0.4.4                    pypi_0    pypi
theano                    1.0.4                    pypi_0    pypi
thinc                     8.0.3                    pypi_0    pypi
threadpoolctl             2.1.0                    pypi_0    pypi
tigramite                 4.1.0                    pypi_0    pypi
tk                        8.6.10               hbc83047_0  
toml                      0.10.2                   pypi_0    pypi
toolz                     0.11.1             pyhd3eb1b0_0  
torch                     1.8.1                    pypi_0    pypi
torch-cluster             1.5.7                    pypi_0    pypi
torch-geometric           1.7.0                    pypi_0    pypi
torch-scatter             2.0.5                    pypi_0    pypi
torch-sparse              0.6.7                    pypi_0    pypi
torch-spline-conv         1.2.0                    pypi_0    pypi
torchvision               0.9.1                    pypi_0    pypi
tornado                   6.1              py36h27cfd23_0  
tqdm                      4.59.0             pyhd3eb1b0_1  
trading-calendars         2.1.1                    pypi_0    pypi
traitlets                 4.3.3                    pypi_0    pypi
tsfresh                   0.15.1                   pypi_0    pypi
tslearn                   0.3.1                    pypi_0    pypi
tweepy                    3.8.0                    pypi_0    pypi
typer                     0.3.2                    pypi_0    pypi
typing-extensions         3.10.0.0                 pypi_0    pypi
typing_extensions         3.7.4.3            pyha847dfd_0  
tzdata                    2020f                h52ac0ba_0  
tzlocal                   2.1                      pypi_0    pypi
ujson                     1.35                     pypi_0    pypi
umap-learn                0.4.3                    pypi_0    pypi
urllib3                   1.26.4             pyhd3eb1b0_0  
wasabi                    0.8.2                    pypi_0    pypi
wcwidth                   0.2.5                    pypi_0    pypi
webencodings              0.5.1                    pypi_0    pypi
werkzeug                  2.0.0                    pypi_0    pypi
wheel                     0.36.2             pyhd3eb1b0_0  
widgetsnbextension        3.5.1                    pypi_0    pypi
wrapt                     1.12.1           py36h7b6447c_1  
xarray                    0.15.1                   pypi_0    pypi
xgboost                   1.1.0                    pypi_0    pypi
xz                        5.2.5                h7b6447c_0  
yaml                      0.2.5                h7b6447c_0  
zict                      2.0.0                    pypi_0    pypi
zipp                      3.4.1              pyhd3eb1b0_0  
zlib                      1.2.11               h7b6447c_3  
zstd                      1.4.5                h9ceee32_0

ARM64-based systems

On ARM64-based systems, the list of available libraries is a bit shorter because ARM64 is not as well supported as AMD64. The following libraries are available on ARM64-based systems:

// Name                                    Version
Accord                                     3.5.0
Accord.Fuzzy                               3.5.0
Accord.MachineLearning                     3.5.0
Accord.Math                                3.5.0
Accord.Math.Core                           3.5.0
Accord.Statistics                          3.5.0
AsyncIO                                    0.1.26.0
CloneExtensions                            1.3.0
CoinAPI.WebSocket.V1                       1.6.0
Common.Logging                             3.4.1
Common.Logging.Core                        3.4.1
CSharpAPI                                  1.0.0.0
CsvHelper                                  19.0.0
DotNetZip                                  1.13.3.506
DynamicInterop                             0.9.0
Fasterflect                                3.0.0.0
FSharp.Core                                4.5.0.0
ICSharpCode.SharpZipLib                    1.2.0
IQFeed.CSharpApiClient                     2.5.1
LaunchDarkly.EventSource                   3.3.2
MathNet.Numerics                           4.15.0
McMaster.Extensions.CommandLineUtils       2.6.0
Microsoft.IO.RecyclableMemoryStream        1.3.5.0
Microsoft.Win32.SystemEvents               3.1.0
NetMQ                                      4.0.0.1
Newtonsoft.Json                            12.0.3
NodaTime                                   3.0.5
protobuf-net                               3.0.29
protobuf-net.Core                          3.0.29
Python.Runtime                             2.0.1.0
QLNet                                      1.11.3
QuantConnect.Algorithm                     2.5.0.0
QuantConnect.Algorithm.CSharp              2.5.0.0
QuantConnect.Algorithm.Framework           2.5.0.0
QuantConnect.AlgorithmFactory              2.5.0.0
QuantConnect.Api                           2.5.0.0
QuantConnect.Brokerages                    2.5.0.0
QuantConnect.Common                        2.5.0.0
QuantConnect.Compression                   2.5.0.0
QuantConnect.Configuration                 2.5.0.0
QuantConnect.IBAutomater.exe               2.0.17
QuantConnect.Indicators                    2.5.0.0
QuantConnect.Lean.Engine                   2.5.0.0
QuantConnect.Lean.Launcher.exe             2.5.0.0
QuantConnect.Logging                       2.5.0.0
QuantConnect.Messaging                     2.5.0.0
QuantConnect.Queues                        2.5.0.0
QuantConnect.Research                      2.5.0.0
QuantConnect.ToolBox.exe                   2.5.0.0
RDotNet                                    1.9.0
RestSharp                                  106.6.10
SuperSocket.ClientEngine                   0.10.0.0
System.ComponentModel.Composition          5.0.0
System.Configuration.ConfigurationManager  3.1.0
System.Drawing.Common                      4.6.26919.02
System.Private.ServiceModel                3.1.0
System.Security.Cryptography.Pkcs          4.6.26515.06
System.Security.Cryptography.ProtectedData 3.1.0
System.Security.Cryptography.Xml           4.6.26515.06
System.Security.Permissions                3.1.0
System.ServiceModel                        3.1.0
System.ServiceModel.Primitives             3.1.0
System.Windows.Extensions                  3.1.0
Utf8Json                                   1.3.7.0
WebSocket4Net                              0.15.2.11
# Name                    Version                   Build  Channel
_openmp_mutex             4.5                       1_gnu    conda-forge
absl-py                   0.12.0                   pypi_0    pypi
alembic                   1.6.2                    pypi_0    pypi
appdirs                   1.4.4                    pypi_0    pypi
argon2-cffi               20.1.0           py36h269c3a8_2    conda-forge
async_generator           1.10                       py_0    conda-forge
attrs                     21.1.0             pyhd8ed1ab_0    conda-forge
auto-ks                   0.1                      pypi_0    pypi
autograd                  1.3                      pypi_0    pypi
backcall                  0.2.0              pyh9f0ad1d_0    conda-forge
backports                 1.0                        py_2    conda-forge
backports.functools_lru_cache 1.6.4              pyhd8ed1ab_0    conda-forge
bayesian-optimization     1.2.0                    pypi_0    pypi
beautifulsoup4            4.9.0                    pypi_0    pypi
bleach                    3.3.0              pyh44b312d_0    conda-forge
boto3                     1.17.72                  pypi_0    pypi
botocore                  1.20.72                  pypi_0    pypi
brotlipy                  0.7.0           py36h269c3a8_1001    conda-forge
ca-certificates           2020.12.5            h4fd8a4c_0    conda-forge
certifi                   2020.12.5        py36h704843e_1    conda-forge
cffi                      1.14.4           py36hcfd9a06_0    conda-forge
chardet                   4.0.0            py36h704843e_1    conda-forge
click                     8.0.0                    pypi_0    pypi
cliff                     3.7.0                    pypi_0    pypi
cloudpickle               1.3.0                    pypi_0    pypi
cmaes                     0.8.2                    pypi_0    pypi
cmd2                      1.5.0                    pypi_0    pypi
cmdstanpy                 0.4.0                    pypi_0    pypi
colorama                  0.4.4                    pypi_0    pypi
colorlog                  5.0.1                    pypi_0    pypi
colorlover                0.3.0                    pypi_0    pypi
conda                     4.10.1           py36h704843e_0    conda-forge
conda-package-handling    1.7.3            py36h269c3a8_0    conda-forge
contextvars               2.4                      pypi_0    pypi
copulalib                 1.1.0                    pypi_0    pypi
copulas                   0.3.3                    pypi_0    pypi
cryptography              3.4.7            py36h70ab5b5_0    conda-forge
cufflinks                 0.17.3                   pypi_0    pypi
cycler                    0.10.0                     py_2    conda-forge
cython                    0.29.17          py36h831f99a_0    conda-forge
dask                      2021.3.0                 pypi_0    pypi
dataclasses               0.8                      pypi_0    pypi
datashape                 0.5.2                    pypi_0    pypi
deap                      1.3.1                    pypi_0    pypi
decorator                 4.4.2                    pypi_0    pypi
defusedxml                0.7.1              pyhd8ed1ab_0    conda-forge
dill                      0.3.1.1                  pypi_0    pypi
distributed               2.20.0                   pypi_0    pypi
docutils                  0.14                     pypi_0    pypi
dtw-python                1.0.5                    pypi_0    pypi
dx                        0.1.2                    pypi_0    pypi
entrypoints               0.3             pyhd8ed1ab_1003    conda-forge
fasttext                  0.9.2                    pypi_0    pypi
feature-selector          1.0.0                    pypi_0    pypi
featuretools              0.14.0                   pypi_0    pypi
findiff                   0.8.5                    pypi_0    pypi
freetype                  2.10.4               hdf53a3c_1    conda-forge
frozendict                2.0.2                    pypi_0    pypi
future                    0.18.2                   pypi_0    pypi
gluonts                   0.4.3                    pypi_0    pypi
gplearn                   0.4.1                    pypi_0    pypi
greenlet                  1.1.0                    pypi_0    pypi
gym                       0.17.2                   pypi_0    pypi
h2o                       3.30.0.3                 pypi_0    pypi
heapdict                  1.0.1                    pypi_0    pypi
hmmlearn                  0.2.3                    pypi_0    pypi
holidays                  0.9.12                   pypi_0    pypi
hyperopt                  0.2.5                    pypi_0    pypi
icu                       64.2                 h4c5d2ac_1    conda-forge
idna                      2.10               pyh9f0ad1d_0    conda-forge
immutables                0.15                     pypi_0    pypi
importlib-metadata        4.0.1            py36h704843e_0    conda-forge
iniconfig                 1.1.1                    pypi_0    pypi
ipykernel                 5.5.4            py36h103942d_0    conda-forge
ipython                   7.16.1           py36h0e46ebc_2    conda-forge
ipython_genutils          0.2.0                      py_1    conda-forge
ipywidgets                7.5.1                    pypi_0    pypi
jax                       0.1.68                   pypi_0    pypi
jedi                      0.17.2           py36h704843e_1    conda-forge
jinja2                    2.11.3             pyh44b312d_0    conda-forge
jmespath                  0.10.0                   pypi_0    pypi
joblib                    1.0.1                    pypi_0    pypi
json5                     0.9.5              pyh9f0ad1d_0    conda-forge
jsonschema                3.2.0              pyhd8ed1ab_3    conda-forge
jupyter_client            6.1.12             pyhd8ed1ab_0    conda-forge
jupyter_core              4.7.1            py36h704843e_0    conda-forge
jupyterlab                2.1.2                      py_0    conda-forge
jupyterlab_pygments       0.1.2              pyh9f0ad1d_0    conda-forge
jupyterlab_server         1.2.0                      py_0    conda-forge
kiwisolver                1.3.1            py36h72e8208_1    conda-forge
ld_impl_linux-aarch64     2.35.1               h02ad14f_2    conda-forge
libblas                   3.9.0                8_openblas    conda-forge
libcblas                  3.9.0                8_openblas    conda-forge
libffi                    3.2.1             h4c5d2ac_1007    conda-forge
libgcc-ng                 9.3.0               he1ea209_19    conda-forge
libgfortran-ng            7.5.0               h6d8ffed_18    conda-forge
libgfortran4              7.5.0               h6d8ffed_18    conda-forge
libgomp                   9.3.0               he1ea209_19    conda-forge
liblapack                 3.9.0                8_openblas    conda-forge
libopenblas               0.3.12          pthreads_hb3c22a3_1    conda-forge
libpng                    1.6.37               hbd635b3_2    conda-forge
libsodium                 1.0.18               hb9de7d4_1    conda-forge
libstdcxx-ng              9.3.0               h1ed1776_19    conda-forge
lightgbm                  2.3.0                    pypi_0    pypi
mako                      1.1.4                    pypi_0    pypi
markupsafe                1.1.1            py36h269c3a8_3    conda-forge
matplotlib                3.2.1                         0    conda-forge
matplotlib-base           3.2.1            py36h0f30586_0    conda-forge
mistune                   0.8.4           py36h269c3a8_1003    conda-forge
mpi                       1.0                     openmpi    conda-forge
mplfinance                0.12.4a0                 pypi_0    pypi
msgpack                   1.0.0                    pypi_0    pypi
multipledispatch          0.6.0                    pypi_0    pypi
mxnet                     1.6.0                    pypi_0    pypi
nbclient                  0.5.3              pyhd8ed1ab_0    conda-forge
nbconvert                 6.0.7            py36h704843e_3    conda-forge
nbformat                  5.1.3              pyhd8ed1ab_0    conda-forge
ncurses                   6.2                  h7fd3ca4_4    conda-forge
nest-asyncio              1.5.1              pyhd8ed1ab_0    conda-forge
networkx                  2.5.1                    pypi_0    pypi
neural-tangents           0.2.1                    pypi_0    pypi
nltk                      3.4.5                    pypi_0    pypi
notebook                  6.3.0            py36h704843e_0    conda-forge
numpy                     1.18.1           py36h3849536_1    conda-forge
nvidia-ml-py3             7.352.0                  pypi_0    pypi
oauthlib                  3.1.0                    pypi_0    pypi
odo                       0+unknown                pypi_0    pypi
openmpi                   4.0.3                hd49bf07_1    conda-forge
openssl                   1.1.1k               hf897c2e_0    conda-forge
opt-einsum                3.3.0                    pypi_0    pypi
optuna                    2.3.0                    pypi_0    pypi
packaging                 20.9               pyh44b312d_0    conda-forge
pandas                    0.25.3           py36h59fbc97_0    conda-forge
pandas-market-calendars   1.7                      pypi_0    pypi
pandocfilters             1.4.2                      py_1    conda-forge
parso                     0.7.1              pyh9f0ad1d_0    conda-forge
pbr                       5.6.0                    pypi_0    pypi
pennylane                 0.9.0                    pypi_0    pypi
pexpect                   4.8.0              pyh9f0ad1d_2    conda-forge
pickleshare               0.7.5                   py_1003    conda-forge
pip                       21.1.1             pyhd8ed1ab_0    conda-forge
plotly                    4.7.1                    pypi_0    pypi
pluggy                    0.13.1                   pypi_0    pypi
ppscore                   0.0.2                    pypi_0    pypi
prettytable               2.1.0                    pypi_0    pypi
prometheus_client         0.10.1             pyhd8ed1ab_0    conda-forge
prompt-toolkit            3.0.18             pyha770c72_0    conda-forge
psutil                    5.8.0                    pypi_0    pypi
ptvsd                     4.3.2                    pypi_0    pypi
ptyprocess                0.7.0              pyhd3deb0d_0    conda-forge
pulp                      1.6.8                    pypi_0    pypi
py                        1.10.0                   pypi_0    pypi
pyaml                     20.4.0                   pypi_0    pypi
pybind11                  2.6.2                    pypi_0    pypi
pycosat                   0.6.3           py36h269c3a8_1006    conda-forge
pycparser                 2.20               pyh9f0ad1d_2    conda-forge
pydantic                  1.8.2                    pypi_0    pypi
pydevd-pycharm            201.8538.36              pypi_0    pypi
pyglet                    1.5.0                    pypi_0    pypi
pygments                  2.9.0              pyhd8ed1ab_0    conda-forge
pykalman                  0.9.5                    pypi_0    pypi
pyopenssl                 20.0.1             pyhd8ed1ab_0    conda-forge
pyparsing                 2.4.7              pyh9f0ad1d_0    conda-forge
pyperclip                 1.8.2                    pypi_0    pypi
pyro-api                  0.1.2                    pypi_0    pypi
pyro-ppl                  1.3.1                    pypi_0    pypi
pyrsistent                0.17.3           py36h269c3a8_2    conda-forge
pysocks                   1.7.1            py36h704843e_3    conda-forge
pytest                    6.2.4                    pypi_0    pypi
python                    3.6.7           h357f687_1008_cpython    conda-forge
python-dateutil           2.8.0                    pypi_0    pypi
python-editor             1.0.4                    pypi_0    pypi
python-graphviz           0.8.4                    pypi_0    pypi
python_abi                3.6                     1_cp36m    conda-forge
pytz                      2021.1             pyhd8ed1ab_0    conda-forge
pywavelets                1.1.1                    pypi_0    pypi
pyyaml                    5.4.1                    pypi_0    pypi
pyzmq                     22.0.3           py36hfbd0944_1    conda-forge
rauth                     0.7.3                    pypi_0    pypi
readline                  8.1                  h1a49cc3_0    conda-forge
requests                  2.25.1             pyhd3deb0d_0    conda-forge
requests-oauthlib         1.3.0                    pypi_0    pypi
retrying                  1.3.3                    pypi_0    pypi
rpy2                      3.3.6                    pypi_0    pypi
ruamel_yaml               0.15.80         py36h269c3a8_1004    conda-forge
ruptures                  1.1.3                    pypi_0    pypi
scikit-learn              0.24.2                   pypi_0    pypi
scikit-learn-extra        0.2.0                    pypi_0    pypi
scikit-multiflow          0.4.1                    pypi_0    pypi
scikit-optimize           0.7.4                    pypi_0    pypi
scipy                     1.4.1            py36h3a855aa_3    conda-forge
sdeint                    0.2.1                    pypi_0    pypi
seaborn                   0.11.0                   pypi_0    pypi
semantic-version          2.6.0                    pypi_0    pypi
send2trash                1.5.0                      py_0    conda-forge
setuptools                49.6.0           py36h704843e_3    conda-forge
setuptools-git            1.2                      pypi_0    pypi
simpy                     4.0.1                    pypi_0    pypi
six                       1.16.0             pyh6c4a22f_0    conda-forge
sklearn-contrib-py-earth  0.1.0                    pypi_0    pypi
sklearn-json              0.1.0                    pypi_0    pypi
sortedcontainers          2.3.0                    pypi_0    pypi
soupsieve                 2.2.1                    pypi_0    pypi
sqlalchemy                1.4.15                   pypi_0    pypi
sqlite                    3.35.5               h43e6a2a_0    conda-forge
statistics                1.0.3.5                  pypi_0    pypi
stevedore                 3.3.0                    pypi_0    pypi
ta                        0.5.25                   pypi_0    pypi
tabulate                  0.8.9                    pypi_0    pypi
tblib                     1.7.0                    pypi_0    pypi
terminado                 0.9.4            py36h704843e_0    conda-forge
testpath                  0.4.4                      py_0    conda-forge
theano                    1.0.4                    pypi_0    pypi
threadpoolctl             2.1.0                    pypi_0    pypi
tigramite                 4.1.0                    pypi_0    pypi
tk                        8.6.10               ha99a2a3_1    conda-forge
toml                      0.10.2                   pypi_0    pypi
toolz                     0.11.1                   pypi_0    pypi
torch                     1.8.1                    pypi_0    pypi
tornado                   6.1              py36h269c3a8_1    conda-forge
tqdm                      4.60.0             pyhd8ed1ab_0    conda-forge
trading-calendars         2.1.1                    pypi_0    pypi
traitlets                 4.3.3            py36h9f0ad1d_1    conda-forge
tweepy                    3.8.0                    pypi_0    pypi
typing_extensions         3.7.4.3                    py_0    conda-forge
tzdata                    2021a                he74cb21_0    conda-forge
tzlocal                   2.1                      pypi_0    pypi
ujson                     1.35                     pypi_0    pypi
urllib3                   1.26.4             pyhd8ed1ab_0    conda-forge
wcwidth                   0.2.5              pyh9f0ad1d_2    conda-forge
webencodings              0.5.1                      py_1    conda-forge
wheel                     0.36.2             pyhd3deb0d_0    conda-forge
widgetsnbextension        3.5.1                    pypi_0    pypi
wrapt                     1.12.1           py36h269c3a8_3    conda-forge
xarray                    0.15.1                   pypi_0    pypi
xz                        5.2.5                h6dd45c4_1    conda-forge
yaml                      0.2.5                h516909a_0    conda-forge
zeromq                    4.3.4                h01db608_0    conda-forge
zict                      2.0.0                    pypi_0    pypi
zipp                      3.4.1              pyhd8ed1ab_0    conda-forge
zlib                      1.2.11            h516909a_1009    conda-forge

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