Projects
Package Environments
Introduction
Libraries (or packages) are third-party software that you can use in your projects. You can use many of the available open-source libraries to complement the classes and methods that you create. Libraries reduce your development time because it's faster to use a pre-built, open-source library than to write the functionality. Libraries can be used in backtesting, research, and live trading. The environments support various libraries for machine learning, plotting, and data processing. As members often request new libraries, we frequently add new libraries to the underlying docker image that runs the Lean engine.
This feature is primarily for Python algorithms as not all Python libraries are compatible with each other. We've bundled together different sets of libraries into distinct environments. To use the libraries of an environment, set the environment in your project and add the relevant usingimport statement of a library at the top of your file.
Set Environment
Follow these steps to set the library environment:
- Open a project.
- In the Project panel, click the Python Foundation field and then select an environment from the drop-down menu.
Default Environment
The default environment supports the following libraries:
# Name Version absl-py 1.4.0 adagio 0.2.4 aesara 2.8.12 aiodns 3.0.0 aiohttp 3.8.4 aiohttp-cors 0.7.0 aiosignal 1.3.1 alabaster 0.7.13 ale-py 0.7.4 alembic 1.10.3 alpaca-trade-api 0.26 alphalens-reloaded 0.4.3 altair 4.2.2 ansi2html 1.8.0 antlr4-python3-runtime 4.11.1 anyio 3.6.2 appdirs 1.4.4 arch 5.3.1 argon2-cffi 21.3.0 argon2-cffi-bindings 21.2.0 arviz 0.15.1 astropy 5.2.1 asttokens 2.2.1 astunparse 1.6.3 async-timeout 4.0.2 asyncio-nats-client 0.11.5 attrs 23.1.0 autograd 1.5 autokeras 1.1.0 autoray 0.6.3 AutoROM 0.4.2 AutoROM.accept-rom-license 0.6.1 ax-platform 0.3.0 Babel 2.12.1 backcall 0.2.0 bayesian-optimization 1.4.2 beautifulsoup4 4.11.2 bleach 6.0.0 blessed 1.20.0 blis 0.7.9 blosc2 2.0.0 bokeh 2.4.3 boltons 23.0.0 botorch 0.8.2 Bottleneck 1.3.7 brotlipy 0.7.0 cachetools 5.3.0 captum 0.6.0 catalogue 2.0.8 catboost 1.1.1 category-encoders 2.6.0 ccxt 3.0.72 certifi 2022.12.7 cffi 1.15.1 chardet 5.1.0 charset-normalizer 2.0.4 check-shapes 1.0.0 click 7.1.2 clikit 0.6.2 cloudpickle 2.2.1 cmaes 0.9.1 cmdstanpy 1.1.0 colorama 0.4.6 colorcet 3.0.1 colorful 0.5.5 colorlog 6.7.0 colorlover 0.3.0 colour 0.1.5 comm 0.1.3 commonmark 0.9.1 conda 23.3.1 conda-content-trust 0.1.3 conda-package-handling 2.0.2 conda_package_streaming 0.7.0 confection 0.0.4 cons 0.4.5 contourpy 1.0.7 convertdate 2.4.0 copulae 0.7.7 copulas 0.8.0 cramjam 2.6.2 crashtest 0.3.1 creme 0.6.1 cryptography 38.0.4 cufflinks 0.17.3 cvxopt 1.3.0 cvxpy 1.3.0 cycler 0.11.0 cymem 2.0.7 Cython 0.29.33 darts 0.23.1 dash 2.9.3 dash-core-components 2.0.0 dash-cytoscape 0.3.0 dash-html-components 2.0.0 dash-table 5.0.0 dask 2023.4.0 deap 1.3.3 debugpy 1.5.1 decorator 5.1.1 defusedxml 0.7.1 Deprecated 1.2.13 dgl 1.0.1 dill 0.3.6 dimod 0.12.3 diskcache 5.6.1 distlib 0.3.6 distributed 2021.4.1 dm-tree 0.1.8 docutils 0.19 DoubleML 0.5.2 dtreeviz 2.2.1 dtw-python 1.3.0 dwave-cloud-client 0.10.3 dwave-drivers 0.4.4 dwave-greedy 0.3.0 dwave-hybrid 0.6.9 dwave-inspector 0.3.0 dwave-inspectorapp 0.3.0 dwave-neal 0.6.0 dwave-networkx 0.8.12 dwave-ocean-sdk 6.1.1 dwave-preprocessing 0.5.3 dwave-samplers 1.0.0 dwave-system 1.18.0 dwave-tabu 0.5.0 dwavebinarycsp 0.2.0 dx 0.1.22 ecos 2.0.12 EMD-signal 1.4.0 empyrical 0.5.5 empyrical-reloaded 0.5.9 en-core-web-md 3.5.0 en-core-web-sm 3.5.0 entrypoints 0.4 ephem 4.1.4 et-xmlfile 1.1.0 etuples 0.3.8 exceptiongroup 1.1.1 exchange-calendars 4.2.6 executing 1.2.0 ezyrb 1.3.0.post2304 fastai 2.7.11 fastai2 0.0.30 fastcore 1.5.29 fastdownload 0.0.7 fasteners 0.18 fastjsonschema 2.16.3 fastparquet 2023.2.0 fastprogress 1.0.3 fasttext 0.9.2 featuretools 0.23.1 filelock 3.12.0 findiff 0.9.2 finrl 0.3.1 FixedEffectModel 0.0.5 Flask 2.0.3 flatbuffers 23.3.3 fonttools 4.39.3 fracdiff 0.9.0 frozendict 2.3.7 frozenlist 1.3.3 fs 2.4.16 fsspec 2023.4.0 fst-pso 1.8.1 fugue 0.8.3 fugue-sql-antlr 0.1.6 future 0.18.3 fuzzy-c-means 1.6.3 FuzzyTM 2.0.5 gast 0.4.0 gensim 4.3.0 gevent 22.10.2 gluonts 0.12.3 google-api-core 2.11.0 google-auth 2.17.3 google-auth-oauthlib 0.4.6 google-pasta 0.2.0 googleapis-common-protos 1.59.0 gpflow 2.7.0 gplearn 0.4.2 gpustat 1.1 GPUtil 1.4.0 gpytorch 1.9.1 graphviz 0.20.1 greenlet 2.0.2 grpcio 1.54.0 gym 0.21.0 Gymnasium 0.26.3 gymnasium-notices 0.0.1 h2o 3.40.0.1 h5netcdf 1.1.0 h5py 3.8.0 hijri-converter 2.2.4 hmmlearn 0.2.8 holidays 0.23 holoviews 1.15.4 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 httpstan 4.9.1 hurst 0.0.5 hvplot 0.8.2 hyperopt 0.2.7 idna 3.4 iisignature 0.24 ijson 3.2.0.post0 imageio 2.27.0 imagesize 1.4.1 imbalanced-learn 0.10.1 importlib-metadata 4.13.0 importlib-resources 5.12.0 iniconfig 2.0.0 injector 0.20.1 interpret 0.3.0 interpret-core 0.3.2 ipykernel 6.22.0 ipython 8.12.0 ipython-genutils 0.2.0 ipywidgets 8.0.4 itsdangerous 2.1.2 jax 0.4.4 jaxlib 0.4.4 jedi 0.18.2 Jinja2 3.1.2 joblib 1.2.0 jqdatasdk 1.8.11 json5 0.9.11 jsonpatch 1.32 jsonpointer 2.0 jsonschema 4.17.3 jupyter 1.0.0 jupyter-bokeh 3.0.5 jupyter-console 6.6.3 jupyter-dash 0.4.2 jupyter-resource-usage 0.7.2 jupyter-server 1.24.0 jupyter_client 8.2.0 jupyter_core 5.3.0 jupyterlab 3.4.4 jupyterlab-pygments 0.2.2 jupyterlab-widgets 3.0.7 jupyterlab_server 2.22.1 keract 4.5.1 keras 2.11.0 keras-nlp 0.4.1 keras-rl 0.4.2 keras-tuner 1.3.5 kiwisolver 1.4.4 kmapper 2.0.1 korean-lunar-calendar 0.3.1 kt-legacy 1.0.5 langcodes 3.3.0 lark 1.1.5 lazy_loader 0.2 lazypredict 0.2.12 libclang 16.0.0 lightgbm 3.3.5 lime 0.2.0.1 line-profiler 4.0.2 linear-operator 0.3.0 littleutils 0.2.2 livelossplot 0.5.5 llvmlite 0.39.1 locket 1.0.0 logical-unification 0.4.5 LunarCalendar 0.0.9 lxml 4.9.2 lz4 4.3.2 Mako 1.2.4 Markdown 3.4.3 MarkupSafe 2.1.2 marshmallow 3.19.0 matplotlib 3.7.0 matplotlib-inline 0.1.6 miniful 0.0.6 miniKanren 1.0.3 minorminer 0.2.9 mistune 2.0.5 mljar-supervised 0.11.5 mlxtend 0.21.0 mmh3 2.5.1 modin 0.18.1 mpi4py 3.1.4 mplfinance 0.12.9b7 mpmath 1.2.1 msgpack 1.0.4 mthree 2.4.0 multidict 6.0.4 multipledispatch 0.6.0 multiprocess 0.70.14 multitasking 0.0.11 murmurhash 1.0.9 nbclassic 0.5.5 nbclient 0.7.3 nbconvert 7.3.1 nbeats-keras 1.8.0 nbeats-pytorch 1.8.0 nbformat 5.8.0 nest-asyncio 1.5.6 networkx 2.8.8 neural-tangents 0.6.2 neuralprophet 0.5.0 nfoursid 1.0.1 nltk 3.8.1 nose 1.3.7 notebook 6.5.4 notebook_shim 0.2.2 ntlm-auth 1.5.0 numba 0.56.4 numerapi 2.13.2 numexpr 2.8.4 numpy 1.23.5 numpydoc 1.5.0 nvidia-cublas-cu11 11.10.3.66 nvidia-cuda-nvrtc-cu11 11.7.99 nvidia-cuda-runtime-cu11 11.7.99 nvidia-cudnn-cu11 8.5.0.96 nvidia-ml-py 11.525.112 oauthlib 3.2.2 openai 0.26.5 opencensus 0.11.2 opencensus-context 0.1.3 opencv-python 4.7.0.72 openpyxl 3.1.1 opt-einsum 3.3.0 optuna 3.1.0 orjson 3.8.10 ortools 9.4.1874 osqp 0.6.2.post9 outdated 0.2.2 packaging 23.1 pandas 1.5.3 pandas-datareader 0.10.0 pandas-flavor 0.5.0 pandas-market-calendars 4.1.4 pandas-ta 0.3.14b0 pandocfilters 1.5.0 panel 0.14.3 param 1.13.0 parso 0.8.3 partd 1.4.0 pastel 0.2.1 pathos 0.3.0 pathy 0.10.1 patsy 0.5.3 pbr 5.11.1 penaltymodel 1.0.2 PennyLane 0.29.0 PennyLane-Lightning 0.29.0 PennyLane-qiskit 0.29.0 persim 0.3.1 pexpect 4.8.0 pickleshare 0.7.5 Pillow 9.5.0 pingouin 0.5.3 pip 22.3.1 pkgutil_resolve_name 1.3.10 platformdirs 3.2.0 plotly 5.13.1 plotly-resampler 0.8.3.2 plucky 0.4.3 pluggy 1.0.0 ply 3.11 pmdarima 2.0.2 polars 0.16.9 pox 0.3.2 ppft 1.7.6.6 pprofile 2.1.0 ppscore 1.2.0 preshed 3.0.8 prometheus-client 0.16.0 prompt-toolkit 3.0.38 property-cached 1.6.4 prophet 1.1.2 protobuf 3.19.6 psutil 5.9.5 psycopg2-binary 2.9.6 ptvsd 4.3.2 ptyprocess 0.7.0 PuLP 2.7.0 pure-eval 0.2.2 py-cpuinfo 9.0.0 py-heat 0.0.6 py-heat-magic 0.0.2 py-lets-be-rational 1.0.1 py-spy 0.3.14 py-vollib 1.0.1 py4j 0.10.9.7 pyaml 21.10.1 pyarrow 11.0.0 pyasn1 0.4.8 pyasn1-modules 0.2.8 pybind11 2.10.4 pycares 4.3.0 pycosat 0.6.4 pycparser 2.21 pyct 0.5.0 pydantic 1.10.7 pyDeprecate 0.3.2 pydevd-pycharm 201.8538.36 pydmd 0.4.0.post2301 pyerfa 2.0.0.3 pyfolio 0.9.2 pyfolio-reloaded 0.9.5 pyFUME 0.2.25 Pygments 2.15.1 pykalman 0.9.5 pylev 1.4.0 pyluach 2.2.0 pymannkendall 1.4.3 pymc 5.0.2 pymdptoolbox 4.0b3 PyMeeus 0.5.12 PyMySQL 1.0.3 pynndescent 0.5.9 pyod 1.0.9 Pyomo 6.5.0 pyOpenSSL 22.0.0 pyparsing 3.0.9 pyportfolioopt 1.5.4 pyqubo 1.3.1 pyrb 1.0.1 pyro-api 0.1.2 pyro-ppl 1.8.4 pyrsistent 0.19.3 pysimdjson 5.0.2 PySocks 1.7.1 pystan 3.6.0 pytensor 2.9.1 pytest 7.3.1 python-dateutil 2.8.2 python-statemachine 1.0.3 pytorch-ignite 0.4.11 pytorch-lightning 1.7.4 pytz 2023.3 pyvinecopulib 0.6.2 pyviz-comms 2.2.1 PyWavelets 1.4.1 PyYAML 6.0 pyzmq 25.0.2 qdldl 0.1.7 qiskit 0.41.1 qiskit-aer 0.11.2 qiskit-ibmq-provider 0.20.1 qiskit-terra 0.23.2 qpd 0.4.1 qtconsole 5.4.2 QtPy 2.3.1 quadprog 0.1.11 quantecon 0.6.0 QuantLib 1.29 QuantStats 0.0.59 rauth 0.7.3 ray 2.3.0 rectangle-packer 2.0.1 regex 2023.3.23 requests 2.28.1 requests-ntlm 1.1.0 requests-oauthlib 1.3.1 retrying 1.3.4 retworkx 0.12.1 rich 12.4.4 ripser 0.6.4 Riskfolio-Lib 4.0.3 riskparityportfolio 0.4 river 0.14.0 rsa 4.9 ruamel.yaml 0.17.21 ruamel.yaml.clib 0.2.6 ruptures 1.1.7 rustworkx 0.12.1 SALib 1.4.7 scikeras 0.10.0 scikit-image 0.19.3 scikit-learn 1.2.1 scikit-learn-extra 0.2.0 scikit-multiflow 0.5.3 scikit-optimize 0.9.0 scikit-plot 0.3.7 scikit-tda 1.0.0 scipy 1.10.1 scs 3.2.3 sdeint 0.3.0 seaborn 0.12.2 semantic-version 2.10.0 Send2Trash 1.8.0 setuptools 64.0.2 setuptools-scm 7.1.0 shap 0.41.0 simpful 2.10.0 simplejson 3.19.1 simpy 4.0.1 six 1.16.0 sklearn-json 0.1.0 skope-rules 1.0.1 sktime 0.16.1 slicer 0.0.7 smart-open 6.3.0 sniffio 1.3.0 snowballstemmer 2.2.0 sortedcontainers 2.4.0 soupsieve 2.4.1 spacy 3.5.0 spacy-legacy 3.0.12 spacy-loggers 1.0.4 Sphinx 6.1.3 sphinxcontrib-applehelp 1.0.4 sphinxcontrib-devhelp 1.0.2 sphinxcontrib-htmlhelp 2.0.1 sphinxcontrib-jsmath 1.0.1 sphinxcontrib-qthelp 1.0.3 sphinxcontrib-serializinghtml 1.1.5 SQLAlchemy 1.4.47 sqlglot 11.5.5 srsly 2.4.6 ssm 0.0.1 stable-baselines3 1.7.0 stack-data 0.6.2 statsforecast 1.5.0 statsmodels 0.13.5 stellargraph 1.2.1 stevedore 5.0.0 stochastic 0.7.0 stockstats 0.5.2 stumpy 1.11.1 symengine 0.10.0 sympy 1.11.1 ta 0.10.2 TA-Lib 0.4.18 tables 3.8.0 tabulate 0.8.10 tadasets 0.0.4 tbats 1.1.3 tblib 1.7.0 tenacity 8.2.2 tensorboard 2.11.2 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.1 tensorboardX 2.6 tensorflow 2.11.0 tensorflow-addons 0.19.0 tensorflow-decision-forests 1.2.0 tensorflow-estimator 2.11.0 tensorflow-hub 0.13.0 tensorflow-io-gcs-filesystem 0.32.0 tensorflow-probability 0.19.0 tensorflow-text 2.11.0 tensorly 0.8.0 tensortrade 1.0.3 termcolor 2.2.0 terminado 0.17.1 tf2jax 0.3.3 thinc 8.1.9 threadpoolctl 3.1.0 thriftpy2 0.4.16 thundergbm 0.3.17 tick 0.7.0.1 tifffile 2023.4.12 tinycss2 1.2.1 toml 0.10.2 tomli 2.0.1 toolz 0.12.0 torch 1.13.1 torch-cluster 1.6.0 torch-geometric 2.2.0 torch-scatter 2.1.0 torch-sparse 0.6.16 torch-spline-conv 1.2.1 torchmetrics 0.9.3 torchvision 0.14.1 tornado 6.3 tqdm 4.64.1 trace-updater 0.0.9.1 trading-calendars 2.1.1 traitlets 5.9.0 treeinterpreter 0.2.3 triad 0.8.6 tsfresh 0.20.0 tslearn 0.5.3.2 tweepy 4.10.0 typeguard 3.0.2 typer 0.3.2 typing_extensions 4.5.0 umap-learn 0.5.3 urllib3 1.26.14 virtualenv 20.21.0 wasabi 1.1.1 wcwidth 0.2.6 webargs 8.2.0 webencodings 0.5.1 websocket-client 1.5.1 websockets 10.4 Werkzeug 2.2.3 wheel 0.37.1 widgetsnbextension 4.0.7 wordcloud 1.8.2.2 wrapt 1.14.1 wrds 3.1.6 wurlitzer 3.0.3 xarray 2023.1.0 xarray-einstats 0.5.1 xgboost 1.7.4 xlrd 2.0.1 XlsxWriter 3.1.0 yarl 1.8.2 yellowbrick 1.5 yfinance 0.2.18 zict 3.0.0 zipp 3.15.0 zope.event 4.6 zope.interface 6.0 zstandard 0.18.0
# Name Version Accord 3.6.0 Accord.Fuzzy 3.6.0 Accord.MachineLearning 3.6.0 Accord.Math 3.6.0 Accord.Statistics 3.6.0 CloneExtensions 1.3.0 Common.Logging 3.4.1 Common.Logging.Core 3.4.1 CsvHelper 19.0.0 Deedle 2.1.0 DotNetZip 1.16.0 DynamicInterop 0.9.1 fasterflect 3.0.0 FSharp.Core 4.5.2 MathNet.Numerics 4.15.0 McMaster.Extensions.CommandLineUtils 2.6.0 Microsoft.IO.RecyclableMemoryStream 2.3.1 Microsoft.NET.Test.Sdk 16.9.4 Microsoft.TestPlatform.ObjectModel 16.9.4 Moq 4.16.1 NetMQ 4.0.1.6 Newtonsoft.Json 13.0.2 NodaTime 3.0.5 NUnit 3.13.3 NUnit3TestAdapter 4.2.1 protobuf-net 3.1.33 QLNet 1.12.0 QuantConnect.pythonnet 2.0.18 RestSharp 106.12.0 SharpZipLib 1.3.3 System.ComponentModel.Composition 6.0.0 Accord.Audio 3.6.0 Accord.Genetic 3.6.0 Accord.MachineLearning.GPL 3.6.0 Catalyst 1.0.31087 Catalyst.Models.English 1.0.30952 CNTK.CPUOnly 2.8.0-rc0.dev20200201 Google.OrTools 9.4.1874 LibTopoART 0.96.0 MathNet.Filtering 0.7.0 MathNet.Filtering.Kalman 0.7.0 MathNet.Spatial 0.6.0 Microsoft.Data.Analysis 0.19.1 Microsoft.ML 1.7.1 Microsoft.ML.CpuMath 1.7.1 Microsoft.ML.DataView 1.7.1 Microsoft.ML.Ensemble 0.19.1 Microsoft.ML.FastTree 1.7.1 Microsoft.ML.LightGbm 1.7.1 Microsoft.ML.Mkl.Components 1.7.1 Microsoft.ML.OnnxRuntime 1.12.1 Microsoft.ML.TensorFlow 1.7.1 Microsoft.ML.TimeSeries 1.7.1 NumSharp 0.30.0 Plotly.NET 3.0.1 Plotly.NET.Interactive 3.0.2 SharpLearning.AdaBoost 0.31.8 SharpLearning.Common.Interfaces 0.31.8 SharpLearning.Containers 0.31.8 SharpLearning.CrossValidation 0.31.8 SharpLearning.DecisionTrees 0.31.8 SharpLearning.Ensemble 0.31.8 SharpLearning.FeatureTransformations 0.31.8 SharpLearning.GradientBoost 0.31.8 SharpLearning.InputOutput 0.31.8 SharpLearning.Metrics 0.31.8 SharpLearning.Neural 0.31.8 SharpLearning.Optimization 0.31.8 SharpLearning.RandomForest 0.31.8 SharpLearning.XGBoost 0.31.8 SharpNeatLib 2.4.4 TensorFlow.Keras 0.7.0 TensorFlow.NET 0.70.1
Pomegranate Environment
If you use C#, this environment isn't available.
The Pomegranate environment supports the following libraries:
# Name Version absl-py 1.4.0 adagio 0.2.4 aesara 2.8.12 aiodns 3.0.0 aiohttp 3.8.4 aiohttp-cors 0.7.0 aiosignal 1.3.1 alabaster 0.7.13 ale-py 0.7.4 alembic 1.10.3 alpaca-trade-api 0.26 alphalens-reloaded 0.4.3 altair 4.2.2 ansi2html 1.8.0 antlr4-python3-runtime 4.11.1 anyio 3.6.2 appdirs 1.4.4 arch 5.3.1 argon2-cffi 21.3.0 argon2-cffi-bindings 21.2.0 arviz 0.15.1 astropy 5.2.1 asttokens 2.2.1 astunparse 1.6.3 async-timeout 4.0.2 asyncio-nats-client 0.11.5 attrs 23.1.0 autograd 1.5 autokeras 1.1.0 autoray 0.6.3 AutoROM 0.4.2 AutoROM.accept-rom-license 0.6.1 ax-platform 0.3.0 Babel 2.12.1 backcall 0.2.0 bayesian-optimization 1.4.2 beautifulsoup4 4.11.2 bleach 6.0.0 blessed 1.20.0 blis 0.7.9 blosc2 2.0.0 bokeh 2.4.3 boltons 23.0.0 botorch 0.8.2 Bottleneck 1.3.7 brotlipy 0.7.0 cachetools 5.3.0 captum 0.6.0 catalogue 2.0.8 catboost 1.1.1 category-encoders 2.6.0 ccxt 3.0.72 certifi 2022.12.7 cffi 1.15.1 chardet 5.1.0 charset-normalizer 2.0.4 check-shapes 1.0.0 click 7.1.2 clikit 0.6.2 cloudpickle 2.2.1 cmaes 0.9.1 cmdstanpy 1.1.0 colorama 0.4.6 colorcet 3.0.1 colorful 0.5.5 colorlog 6.7.0 colorlover 0.3.0 colour 0.1.5 comm 0.1.3 commonmark 0.9.1 conda 23.3.1 conda-content-trust 0.1.3 conda-package-handling 2.0.2 conda_package_streaming 0.7.0 confection 0.0.4 cons 0.4.5 contourpy 1.0.7 convertdate 2.4.0 copulae 0.7.7 copulas 0.8.0 cramjam 2.6.2 crashtest 0.3.1 creme 0.6.1 cryptography 38.0.4 cufflinks 0.17.3 cvxopt 1.3.0 cvxpy 1.3.0 cycler 0.11.0 cymem 2.0.7 Cython 0.29.33 darts 0.23.1 dash 2.9.3 dash-core-components 2.0.0 dash-cytoscape 0.3.0 dash-html-components 2.0.0 dash-table 5.0.0 dask 2023.4.0 deap 1.3.3 debugpy 1.5.1 decorator 5.1.1 defusedxml 0.7.1 Deprecated 1.2.13 dgl 1.0.1 dill 0.3.6 dimod 0.12.3 diskcache 5.6.1 distlib 0.3.6 distributed 2021.4.1 dm-tree 0.1.8 docutils 0.19 DoubleML 0.5.2 dtreeviz 2.2.1 dtw-python 1.3.0 dwave-cloud-client 0.10.3 dwave-drivers 0.4.4 dwave-greedy 0.3.0 dwave-hybrid 0.6.9 dwave-inspector 0.3.0 dwave-inspectorapp 0.3.0 dwave-neal 0.6.0 dwave-networkx 0.8.12 dwave-ocean-sdk 6.1.1 dwave-preprocessing 0.5.3 dwave-samplers 1.0.0 dwave-system 1.18.0 dwave-tabu 0.5.0 dwavebinarycsp 0.2.0 dx 0.1.22 ecos 2.0.12 EMD-signal 1.4.0 empyrical 0.5.5 empyrical-reloaded 0.5.9 en-core-web-md 3.5.0 en-core-web-sm 3.5.0 entrypoints 0.4 ephem 4.1.4 et-xmlfile 1.1.0 etuples 0.3.8 exceptiongroup 1.1.1 exchange-calendars 4.2.6 executing 1.2.0 ezyrb 1.3.0.post2304 fastai 2.7.11 fastai2 0.0.30 fastcore 1.5.29 fastdownload 0.0.7 fasteners 0.18 fastjsonschema 2.16.3 fastparquet 2023.2.0 fastprogress 1.0.3 fasttext 0.9.2 featuretools 0.23.1 filelock 3.12.0 findiff 0.9.2 finrl 0.3.1 FixedEffectModel 0.0.5 Flask 2.0.3 flatbuffers 23.3.3 fonttools 4.39.3 fracdiff 0.9.0 frozendict 2.3.7 frozenlist 1.3.3 fs 2.4.16 fsspec 2023.4.0 fst-pso 1.8.1 fugue 0.8.3 fugue-sql-antlr 0.1.6 future 0.18.3 fuzzy-c-means 1.6.3 FuzzyTM 2.0.5 gast 0.4.0 gensim 4.3.0 gevent 22.10.2 gluonts 0.12.3 google-api-core 2.11.0 google-auth 2.17.3 google-auth-oauthlib 0.4.6 google-pasta 0.2.0 googleapis-common-protos 1.59.0 gpflow 2.7.0 gplearn 0.4.2 gpustat 1.1 GPUtil 1.4.0 gpytorch 1.9.1 graphviz 0.8.4 greenlet 2.0.2 grpcio 1.54.0 gym 0.21.0 Gymnasium 0.26.3 gymnasium-notices 0.0.1 h2o 3.40.0.1 h5netcdf 1.1.0 h5py 3.8.0 hijri-converter 2.2.4 hmmlearn 0.2.8 holidays 0.23 holoviews 1.15.4 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 httpstan 4.9.1 hurst 0.0.5 hvplot 0.8.2 hyperopt 0.2.7 idna 3.4 iisignature 0.24 ijson 3.2.0.post0 imageio 2.27.0 imagesize 1.4.1 imbalanced-learn 0.10.1 importlib-metadata 4.13.0 importlib-resources 5.12.0 iniconfig 2.0.0 injector 0.20.1 interpret 0.3.0 interpret-core 0.3.2 ipykernel 6.22.0 ipython 8.12.0 ipython-genutils 0.2.0 ipywidgets 8.0.4 itsdangerous 2.1.2 jax 0.4.4 jaxlib 0.4.4 jedi 0.18.2 Jinja2 3.1.2 joblib 1.2.0 jqdatasdk 1.8.11 json5 0.9.11 jsonpatch 1.32 jsonpointer 2.0 jsonschema 4.17.3 jupyter 1.0.0 jupyter-bokeh 3.0.5 jupyter-console 6.6.3 jupyter-dash 0.4.2 jupyter-resource-usage 0.7.2 jupyter-server 1.24.0 jupyter_client 8.2.0 jupyter_core 5.3.0 jupyterlab 3.4.4 jupyterlab-pygments 0.2.2 jupyterlab-widgets 3.0.7 jupyterlab_server 2.22.1 keract 4.5.1 keras 2.11.0 keras-nlp 0.4.1 keras-rl 0.4.2 keras-tuner 1.3.5 kiwisolver 1.4.4 kmapper 2.0.1 korean-lunar-calendar 0.3.1 kt-legacy 1.0.5 langcodes 3.3.0 lark 1.1.5 lazy_loader 0.2 lazypredict 0.2.12 libclang 16.0.0 lightgbm 3.3.5 lime 0.2.0.1 line-profiler 4.0.2 linear-operator 0.3.0 littleutils 0.2.2 livelossplot 0.5.5 llvmlite 0.38.1 locket 1.0.0 logical-unification 0.4.5 LunarCalendar 0.0.9 lxml 4.9.2 lz4 4.3.2 Mako 1.2.4 Markdown 3.4.3 MarkupSafe 2.1.2 marshmallow 3.19.0 matplotlib 3.7.0 matplotlib-inline 0.1.6 miniful 0.0.6 miniKanren 1.0.3 minorminer 0.2.9 mistune 2.0.5 mljar-supervised 0.11.5 mlxtend 0.21.0 mmh3 2.5.1 modin 0.18.1 mpi4py 3.1.4 mplfinance 0.12.9b7 mpmath 1.2.1 msgpack 1.0.4 mthree 2.4.0 multidict 6.0.4 multipledispatch 0.6.0 multiprocess 0.70.14 multitasking 0.0.11 murmurhash 1.0.9 mxnet 1.9.1 nbclassic 0.5.5 nbclient 0.7.3 nbconvert 7.3.1 nbeats-keras 1.8.0 nbeats-pytorch 1.8.0 nbformat 5.8.0 nest-asyncio 1.5.6 networkx 2.8.8 neural-tangents 0.6.2 neuralprophet 0.5.0 nfoursid 1.0.1 nltk 3.8.1 nose 1.3.7 notebook 6.5.4 notebook_shim 0.2.2 ntlm-auth 1.5.0 numba 0.55.1 numerapi 2.13.2 numexpr 2.8.4 numpy 1.21.5 numpydoc 1.5.0 nvidia-cublas-cu11 11.10.3.66 nvidia-cuda-nvrtc-cu11 11.7.99 nvidia-cuda-runtime-cu11 11.7.99 nvidia-cudnn-cu11 8.5.0.96 nvidia-ml-py 11.525.112 oauthlib 3.2.2 openai 0.26.5 opencensus 0.11.2 opencensus-context 0.1.3 opencv-python 4.7.0.72 openpyxl 3.1.1 opt-einsum 3.3.0 optuna 3.1.0 orjson 3.8.10 ortools 9.4.1874 osqp 0.6.2.post9 outdated 0.2.2 packaging 23.1 pandas 1.5.3 pandas-datareader 0.10.0 pandas-flavor 0.5.0 pandas-market-calendars 4.1.4 pandas-ta 0.3.14b0 pandocfilters 1.5.0 panel 0.14.3 param 1.13.0 parso 0.8.3 partd 1.4.0 pastel 0.2.1 pathos 0.3.0 pathy 0.10.1 patsy 0.5.3 pbr 5.11.1 penaltymodel 1.0.2 PennyLane 0.29.0 PennyLane-Lightning 0.29.0 PennyLane-qiskit 0.29.0 persim 0.3.1 pexpect 4.8.0 pickleshare 0.7.5 Pillow 9.5.0 pingouin 0.5.3 pip 22.0.4 pkgutil_resolve_name 1.3.10 platformdirs 3.2.0 plotly 5.13.1 plotly-resampler 0.8.3.2 plucky 0.4.3 pluggy 1.0.0 ply 3.11 pmdarima 2.0.2 polars 0.16.9 pomegranate 0.14.8 pox 0.3.2 ppft 1.7.6.6 pprofile 2.1.0 ppscore 1.2.0 preshed 3.0.8 prometheus-client 0.16.0 prompt-toolkit 3.0.38 property-cached 1.6.4 prophet 1.1.2 protobuf 3.19.6 psutil 5.9.5 psycopg2-binary 2.9.6 ptvsd 4.3.2 ptyprocess 0.7.0 PuLP 2.7.0 pure-eval 0.2.2 py-cpuinfo 9.0.0 py-heat 0.0.6 py-heat-magic 0.0.2 py-lets-be-rational 1.0.1 py-spy 0.3.14 py-vollib 1.0.1 py4j 0.10.9.7 pyaml 21.10.1 pyarrow 11.0.0 pyasn1 0.4.8 pyasn1-modules 0.2.8 pybind11 2.10.4 pycares 4.3.0 pycosat 0.6.4 pycparser 2.21 pyct 0.5.0 pydantic 1.10.7 pyDeprecate 0.3.2 pydevd-pycharm 201.8538.36 pydmd 0.4.0.post2301 pyerfa 2.0.0.3 pyfolio 0.9.2 pyfolio-reloaded 0.9.5 pyFUME 0.2.25 Pygments 2.15.1 pykalman 0.9.5 pylev 1.4.0 pyluach 2.2.0 pymannkendall 1.4.3 pymc 5.0.2 pymdptoolbox 4.0b3 PyMeeus 0.5.12 PyMySQL 1.0.3 pynndescent 0.5.9 pyod 1.0.9 Pyomo 6.5.0 pyOpenSSL 22.0.0 pyparsing 3.0.9 pyportfolioopt 1.5.4 pyqubo 1.3.1 pyrb 1.0.1 pyro-api 0.1.2 pyro-ppl 1.8.4 pyrsistent 0.19.3 pysimdjson 5.0.2 PySocks 1.7.1 pystan 3.6.0 pytensor 2.9.1 pytest 7.3.1 python-dateutil 2.8.2 python-statemachine 1.0.3 pytorch-ignite 0.4.11 pytorch-lightning 1.7.4 pytz 2023.3 pyvinecopulib 0.6.2 pyviz-comms 2.2.1 PyWavelets 1.4.1 PyYAML 6.0 pyzmq 25.0.2 qdldl 0.1.7 qiskit 0.41.1 qiskit-aer 0.11.2 qiskit-ibmq-provider 0.20.1 qiskit-terra 0.23.2 qpd 0.4.1 qtconsole 5.4.2 QtPy 2.3.1 quadprog 0.1.11 quantecon 0.6.0 QuantLib 1.29 QuantStats 0.0.59 rauth 0.7.3 ray 2.3.0 rectangle-packer 2.0.1 regex 2023.3.23 requests 2.28.1 requests-ntlm 1.1.0 requests-oauthlib 1.3.1 retrying 1.3.4 retworkx 0.12.1 rich 12.4.4 ripser 0.6.4 Riskfolio-Lib 4.0.3 riskparityportfolio 0.4 river 0.14.0 rsa 4.9 ruamel.yaml 0.17.21 ruamel.yaml.clib 0.2.6 ruptures 1.1.7 rustworkx 0.12.1 SALib 1.4.7 scikeras 0.10.0 scikit-image 0.19.3 scikit-learn 1.2.1 scikit-learn-extra 0.2.0 scikit-multiflow 0.5.3 scikit-optimize 0.9.0 scikit-plot 0.3.7 scikit-tda 1.0.0 scipy 1.8.0 scs 3.2.3 sdeint 0.3.0 seaborn 0.12.2 semantic-version 2.10.0 Send2Trash 1.8.0 setuptools 56.0.0 setuptools-scm 7.1.0 shap 0.41.0 simpful 2.10.0 simplejson 3.19.1 simpy 4.0.1 six 1.16.0 sklearn-json 0.1.0 skope-rules 1.0.1 sktime 0.16.1 slicer 0.0.7 smart-open 6.3.0 sniffio 1.3.0 snowballstemmer 2.2.0 sortedcontainers 2.4.0 soupsieve 2.4.1 spacy 3.5.0 spacy-legacy 3.0.12 spacy-loggers 1.0.4 Sphinx 6.1.3 sphinxcontrib-applehelp 1.0.4 sphinxcontrib-devhelp 1.0.2 sphinxcontrib-htmlhelp 2.0.1 sphinxcontrib-jsmath 1.0.1 sphinxcontrib-qthelp 1.0.3 sphinxcontrib-serializinghtml 1.1.5 SQLAlchemy 1.4.47 sqlglot 11.5.5 srsly 2.4.6 ssm 0.0.1 stable-baselines3 1.7.0 stack-data 0.6.2 statsforecast 1.5.0 statsmodels 0.13.5 stellargraph 1.2.1 stevedore 5.0.0 stochastic 0.7.0 stockstats 0.5.2 stumpy 1.11.1 symengine 0.10.0 sympy 1.11.1 ta 0.10.2 TA-Lib 0.4.18 tables 3.8.0 tabulate 0.8.10 tadasets 0.0.4 tbats 1.1.3 tblib 1.7.0 tenacity 8.2.2 tensorboard 2.11.2 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.1 tensorboardX 2.6 tensorflow 2.11.0 tensorflow-addons 0.19.0 tensorflow-decision-forests 1.2.0 tensorflow-estimator 2.11.0 tensorflow-hub 0.13.0 tensorflow-io-gcs-filesystem 0.32.0 tensorflow-probability 0.19.0 tensorflow-text 2.11.0 tensorly 0.8.0 tensortrade 1.0.3 termcolor 2.2.0 terminado 0.17.1 tf2jax 0.3.3 thinc 8.1.9 threadpoolctl 3.1.0 thriftpy2 0.4.16 thundergbm 0.3.17 tick 0.7.0.1 tifffile 2023.4.12 tigramite 5.1.0.3 tinycss2 1.2.1 toml 0.10.2 tomli 2.0.1 toolz 0.12.0 torch 1.13.1 torch-cluster 1.6.0 torch-geometric 2.2.0 torch-scatter 2.1.0 torch-sparse 0.6.16 torch-spline-conv 1.2.1 torchmetrics 0.9.3 torchvision 0.14.1 tornado 6.3 tqdm 4.64.1 trace-updater 0.0.9.1 trading-calendars 2.1.1 traitlets 5.9.0 treeinterpreter 0.2.3 triad 0.8.6 tsfresh 0.20.0 tslearn 0.5.3.2 tweepy 4.10.0 typeguard 3.0.2 typer 0.3.2 typing_extensions 4.5.0 umap-learn 0.5.3 urllib3 1.26.14 virtualenv 20.21.0 wasabi 1.1.1 wcwidth 0.2.6 webargs 8.2.0 webencodings 0.5.1 websocket-client 1.5.1 websockets 10.4 Werkzeug 2.2.3 wheel 0.37.1 widgetsnbextension 4.0.7 wordcloud 1.8.2.2 wrapt 1.14.1 wrds 3.1.6 wurlitzer 3.0.3 xarray 2023.1.0 xarray-einstats 0.5.1 xgboost 1.7.4 xlrd 2.0.1 XlsxWriter 3.1.0 yarl 1.8.2 yellowbrick 1.5 yfinance 0.2.18 zict 3.0.0 zipp 3.15.0 zope.event 4.6 zope.interface 6.0 zstandard 0.18.0
Hudson & Thames Environment
If you use C#, this environment isn't available.
The Hudson & Thames environment supports the following libraries:
# Name Version absl-py 1.3.0 analytics-python 1.4.0 ansi2html 1.8.0 anyio 3.6.2 appdirs 1.4.4 arch 4.16.1 argon2-cffi 21.3.0 argon2-cffi-bindings 21.2.0 asttokens 2.2.1 astunparse 1.6.3 attrs 22.2.0 Babel 2.11.0 backcall 0.2.0 backoff 1.10.0 beautifulsoup4 4.11.1 bleach 5.0.1 Brotli 1.0.9 bs4 0.0.1 cachetools 5.2.0 certifi 2022.12.7 cffi 1.15.1 charset-normalizer 2.1.1 click 8.1.3 cloudpickle 2.2.0 clr-loader 0.1.6 comm 0.1.2 cramjam 2.6.2 cssselect 1.2.0 cvxpy 1.2.0 cycler 0.11.0 Cython 0.29.28 dash 1.21.0 dash-bootstrap-components 0.13.1 dash-core-components 1.17.1 dash-cytoscape 0.2.0 dash-html-components 1.1.4 dash-table 4.12.0 dask 2022.12.1 debugpy 1.6.4 decorator 4.4.2 defusedxml 0.7.1 distributed 2022.12.1 ecos 2.0.12 entrypoints 0.4 executing 1.2.0 fake-useragent 1.1.1 fastjsonschema 2.16.2 fastparquet 0.8.1 Flask 2.1.3 Flask-Compress 1.13 flatbuffers 22.12.6 fsspec 2022.11.0 future 0.18.2 gast 0.5.3 getmac 0.8.3 google-auth 2.15.0 google-auth-oauthlib 0.4.6 google-pasta 0.2.0 grpcio 1.51.1 h5py 3.7.0 HeapDict 1.0.1 ht-auth 0.1.0 idna 3.4 importlib-metadata 5.2.0 importlib-resources 5.10.1 ipykernel 6.19.4 ipython 8.7.0 ipython-genutils 0.2.0 itsdangerous 2.1.2 jedi 0.18.2 Jinja2 3.1.2 joblib 1.2.0 json5 0.9.10 jsonschema 4.17.3 jupyter_client 7.4.8 jupyter_core 5.1.1 jupyter-dash 0.4.2 jupyter-server 1.23.4 jupyterlab 3.4.4 jupyterlab-pygments 0.2.2 jupyterlab_server 2.17.0 keras 2.8.0 Keras-Preprocessing 1.1.2 kiwisolver 1.4.4 libclang 14.0.6 llvmlite 0.39.1 locket 1.0.0 lxml 4.6.2 Markdown 3.4.1 MarkupSafe 2.1.1 matplotlib 3.4.3 matplotlib-inline 0.1.6 matrixprofile 1.1.10 mistune 2.0.4 mlfinlab 1.6.0 monotonic 1.6 mpmath 1.2.1 msgpack 1.0.4 multitasking 0.0.11 nbclassic 0.4.8 nbclient 0.7.2 nbconvert 7.2.7 nbformat 5.7.1 nest-asyncio 1.5.6 networkx 2.5.1 notebook 6.5.2 notebook_shim 0.2.2 numba 0.56.4 numpy 1.20.1 oauthlib 3.2.2 opt-einsum 3.3.0 osqp 0.6.2.post8 packaging 22.0 pandas 1.1.5 pandocfilters 1.5.0 parse 1.19.0 parso 0.8.3 partd 1.3.0 patsy 0.5.3 pexpect 4.8.0 pickleshare 0.7.5 Pillow 9.3.0 pip 22.0.4 pkgutil_resolve_name 1.3.10 platformdirs 2.6.1 plotly 5.11.0 pmdarima 1.8.5 POT 0.8.2 prometheus-client 0.15.0 prompt-toolkit 3.0.36 property-cached 1.6.4 protobuf 3.11.2 psutil 5.9.4 ptyprocess 0.7.0 pure-eval 0.2.2 pyasn1 0.4.8 pyasn1-modules 0.2.8 pybind11 2.10.1 pycparser 2.21 pyee 8.2.2 Pygments 2.13.0 pykalman 0.9.5 pyparsing 3.0.9 pyppeteer 1.0.2 pyquery 2.0.0 pyrsistent 0.19.2 python-dateutil 2.8.2 pytz 2022.7 pyvinecopulib 0.5.5 PyYAML 6.0 pyzmq 24.0.1 qdldl 0.1.5.post2 requests 2.28.1 requests-html 0.10.0 requests-oauthlib 1.3.1 retrying 1.3.4 rsa 4.9 scikit-learn 0.24.2 scipy 1.9.3 scs 3.2.0 seaborn 0.11.1 Send2Trash 1.8.0 setuptools 56.0.0 setuptools-scm 7.1.0 six 1.16.0 sniffio 1.3.0 sortedcontainers 2.4.0 soupsieve 2.3.2.post1 stack-data 0.6.2 statsmodels 0.13.5 stumpy 1.11.1 TA-Lib 0.4.18 tblib 1.7.0 tenacity 8.1.0 tensorboard 2.8.0 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.1 tensorflow 2.8.0 tensorflow-io-gcs-filesystem 0.29.0 termcolor 2.1.1 terminado 0.17.1 tf-estimator-nightly 2.8.0.dev2021122109 threadpoolctl 3.1.0 tinycss2 1.2.1 tomli 2.0.1 toolz 0.12.0 tornado 6.2 tqdm 4.64.1 traitlets 5.8.0 tsfresh 0.19.0 typing_extensions 4.4.0 urllib3 1.26.13 w3lib 2.1.1 wcwidth 0.2.5 webencodings 0.5.1 websocket-client 1.4.2 websockets 10.4 Werkzeug 2.0.0 wheel 0.38.4 wrapt 1.14.1 yahoo-fin 0.8.6 yfinance 0.1.63 zict 2.2.0 zipp 3.11.0
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To request a new library, contact us. We will add the library to the queue for review and deployment. Since the libraries run on our servers, we need to ensure they are secure and won't cause harm. The process of adding new libraries takes 2-4 weeks to complete. View the list of libraries currently under review on the Issues list of the Lean GitHub repository.
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