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 2.1.0 adagio 0.2.4 aesara 2.9.3 aiohttp 3.9.3 aiosignal 1.3.1 aiosqlite 0.20.0 alembic 1.13.1 alphalens-reloaded 0.4.3 altair 5.2.0 aniso8601 9.0.1 annotated-types 0.6.0 antlr4-python3-runtime 4.11.1 anyio 4.3.0 appdirs 1.4.4 apricot-select 0.6.1 arch 6.3.0 archspec 0.2.1 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 arviz 0.17.1 astropy 6.0.0 astropy-iers-data 0.2024.3.25.0.29.50 asttokens 2.4.1 astunparse 1.6.3 async-lru 2.0.4 attrs 23.2.0 Authlib 1.3.0 autograd 1.6.2 autograd-gamma 0.5.0 autokeras 2.0.0 autoray 0.6.9 ax-platform 0.3.7 Babel 2.14.0 bayesian-optimization 1.4.3 beautifulsoup4 4.12.3 bleach 6.1.0 blinker 1.7.0 blis 0.7.11 blosc2 2.5.1 bokeh 3.3.4 boltons 23.0.0 botorch 0.10.0 Bottleneck 1.3.8 Brotli 1.0.9 bs4 0.0.2 cachetools 5.3.3 captum 0.7.0 catalogue 2.0.10 catboost 1.2.3 category-encoders 2.6.3 causal-conv1d 1.2.0.post2 certifi 2024.2.2 cffi 1.16.0 chardet 5.2.0 charset-normalizer 2.0.4 check-shapes 1.1.1 clarabel 0.7.1 click 8.1.7 clikit 0.6.2 cloudpathlib 0.16.0 cloudpickle 3.0.0 cmdstanpy 1.2.1 colorama 0.4.6 colorcet 3.1.0 colorlog 6.8.2 colorlover 0.3.0 colour 0.1.5 comm 0.2.2 conda 24.1.2 conda-content-trust 0.2.0 conda-libmamba-solver 24.1.0 conda-package-handling 2.2.0 conda_package_streaming 0.9.0 confection 0.1.4 cons 0.4.6 contourpy 1.2.0 control 0.9.4 copulae 0.7.9 copulas 0.10.1 coreforecast 0.0.7 cramjam 2.8.3 crashtest 0.3.1 creme 0.6.1 cryptography 42.0.2 cufflinks 0.17.3 cvxopt 1.3.2 cvxpy 1.4.2 cycler 0.12.1 cymem 2.0.8 Cython 3.0.9 darts 0.28.0 dash 2.16.1 dash-core-components 2.0.0 dash-cytoscape 1.0.0 dash-html-components 2.0.0 dash-table 5.0.0 dask 2024.3.1 dask-expr 1.0.5 dataclasses-json 0.6.4 deap 1.4.1 debugpy 1.6.7.post1 decorator 5.1.1 deepmerge 1.1.1 defusedxml 0.7.1 Deprecated 1.2.14 deprecation 2.1.0 dgl 2.1.0 dill 0.3.8 dimod 0.12.14 dirtyjson 1.0.8 diskcache 5.6.3 distributed 2024.3.1 distro 1.8.0 dm-tree 0.1.8 docker 7.0.0 docutils 0.20.1 DoubleML 0.7.1 dropstackframe 0.1.0 dtreeviz 2.2.2 dtw-python 1.3.1 dwave-cloud-client 0.11.3 dwave-drivers 0.4.4 dwave-greedy 0.3.0 dwave-hybrid 0.6.11 dwave-inspector 0.4.4 dwave-inspectorapp 0.3.1 dwave-neal 0.6.0 dwave-networkx 0.8.14 dwave-ocean-sdk 6.9.0 dwave-preprocessing 0.6.5 dwave-samplers 1.2.0 dwave-system 1.23.0 dwave-tabu 0.5.0 dwavebinarycsp 0.3.0 ecos 2.0.13 einops 0.7.0 EMD-signal 1.6.0 empyrical-reloaded 0.5.9 en-core-web-md 3.7.1 en-core-web-sm 3.7.1 entrypoints 0.4 et-xmlfile 1.1.0 etuples 0.3.9 exchange_calendars 4.5.3 executing 2.0.1 faiss-cpu 1.8.0 Farama-Notifications 0.0.4 fastai 2.7.14 fastai2 0.0.30 fastcore 1.5.29 fastdownload 0.0.7 fasteners 0.19 fastjsonschema 2.19.1 fastparquet 2024.2.0 fastprogress 1.0.3 fasttext 0.9.2 featuretools 1.30.0 filelock 3.13.3 findiff 0.10.0 FixedEffectModel 0.0.5 FLAML 2.1.2 Flask 3.0.2 flatbuffers 24.3.25 fonttools 4.50.0 formulaic 1.0.1 fqdn 1.5.1 frozendict 2.4.0 frozenlist 1.4.1 fs 2.4.16 fsspec 2024.3.1 fugue 0.8.7 fugue-sql-antlr 0.2.0 functime 0.9.5 future 1.0.0 fuzzy-c-means 1.7.2 gast 0.5.4 gensim 4.3.2 gevent 24.2.1 gitdb 4.0.11 GitPython 3.1.42 gluonts 0.14.4 google-pasta 0.2.0 gpflow 2.9.1 gplearn 0.4.2 gpytorch 1.11 graphene 3.3 graphql-core 3.2.3 graphql-relay 3.2.0 graphviz 0.20.1 greenlet 3.0.3 grpcio 1.62.1 gunicorn 21.2.0 gym 0.26.2 gym-notices 0.0.8 gymnasium 0.28.1 h11 0.14.0 h2o 3.46.0.1 h5netcdf 1.3.0 h5py 3.10.0 hmmlearn 0.3.2 holidays 0.45 holoviews 1.18.3 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 httpcore 1.0.4 httpstan 4.12.0 httpx 0.27.0 huggingface-hub 0.22.0 hurst 0.0.5 hvplot 0.9.2 hyperopt 0.2.7 ibm-cloud-sdk-core 3.19.2 ibm-platform-services 0.52.0 idna 3.4 iisignature 0.24 ijson 3.2.3 imageio 2.34.0 imbalanced-learn 0.12.0 immutabledict 4.2.0 importlib_metadata 7.1.0 importlib_resources 6.4.0 iniconfig 2.0.0 injector 0.21.0 interface-meta 1.3.0 interpret 0.5.1 interpret-core 0.5.1 ipykernel 6.29.3 ipython 8.22.2 ipywidgets 8.1.2 isoduration 20.11.0 itsdangerous 2.1.2 jax 0.4.25 jax-jumpy 1.0.0 jaxlib 0.4.25 jaxtyping 0.2.28 jedi 0.19.1 Jinja2 3.1.3 joblib 1.3.2 json5 0.9.24 jsonpatch 1.33 jsonpath-ng 1.6.1 jsonpointer 2.1 jsonschema 4.21.1 jsonschema-specifications 2023.12.1 jupyter 1.0.0 jupyter-console 6.6.3 jupyter-events 0.10.0 jupyter-lsp 2.2.4 jupyter-resource-usage 1.0.2 jupyter_ai 2.12.0 jupyter_ai_magics 2.12.0 jupyter_bokeh 4.0.0 jupyter_client 8.6.1 jupyter_core 5.7.2 jupyter_server 2.13.0 jupyter_server_terminals 0.5.3 jupyterlab 4.1.5 jupyterlab_pygments 0.3.0 jupyterlab_server 2.25.4 jupyterlab_widgets 3.0.10 kagglehub 0.2.1 kaleido 0.2.1 keras 3.0.5 keras-core 0.1.7 keras-nlp 0.8.2 keras-rl 0.4.2 keras-tcn 3.5.0 keras-tuner 1.4.7 kiwisolver 1.4.5 kmapper 2.0.1 korean-lunar-calendar 0.3.1 kt-legacy 1.0.5 langchain 0.1.12 langchain-community 0.0.29 langchain-core 0.1.33 langchain-text-splitters 0.0.1 langcodes 3.3.0 langsmith 0.1.31 lark 1.1.9 lazy_loader 0.3 lazypredict-nightly 0.3.0 libclang 18.1.1 libmambapy 1.5.6 lifelines 0.28.0 lightgbm 4.3.0 lightning-utilities 0.11.1 lime 0.2.0.1 line-profiler 4.1.2 linear-operator 0.5.1 linkify-it-py 2.0.3 livelossplot 0.5.5 llama-index 0.10.19 llama-index-agent-openai 0.1.7 llama-index-cli 0.1.11 llama-index-core 0.10.23.post1 llama-index-embeddings-openai 0.1.7 llama-index-indices-managed-llama-cloud 0.1.5 llama-index-legacy 0.9.48 llama-index-llms-openai 0.1.12 llama-index-multi-modal-llms-openai 0.1.4 llama-index-program-openai 0.1.4 llama-index-question-gen-openai 0.1.3 llama-index-readers-file 0.1.12 llama-index-readers-llama-parse 0.1.4 llama-parse 0.4.0 llamaindex-py-client 0.1.13 llvmlite 0.42.0 locket 1.0.0 logical-unification 0.4.6 lxml 5.1.0 lz4 4.3.3 Mako 1.3.2 mamba-ssm 1.2.0.post1 MAPIE 0.8.3 Markdown 3.6 markdown-it-py 3.0.0 MarkupSafe 2.1.5 marshmallow 3.21.1 matplotlib 3.7.5 matplotlib-inline 0.1.6 mdit-py-plugins 0.4.0 mdurl 0.1.2 menuinst 2.0.2 mgarch 0.3.0 miniKanren 1.0.3 minorminer 0.2.13 mistune 3.0.2 ml-dtypes 0.3.2 mlflow 2.11.1 mlforecast 0.12.0 mljar-supervised 1.1.6 mlxtend 0.23.1 mmh3 2.5.1 modin 0.26.1 mplfinance 0.12.10b0 mpmath 1.3.0 msgpack 1.0.8 multidict 6.0.5 multipledispatch 1.0.0 multiprocess 0.70.16 multitasking 0.0.11 murmurhash 1.0.10 mypy-extensions 1.0.0 namex 0.0.7 nbclient 0.10.0 nbconvert 7.16.3 nbformat 5.10.3 ndindex 1.8 nest-asyncio 1.6.0 networkx 3.2.1 neural-tangents 0.6.5 neuralprophet 0.8.0 nfoursid 1.0.1 ngboost 0.5.1 ninja 1.11.1.1 nltk 3.8.1 nose 1.3.7 notebook 7.1.2 notebook_shim 0.2.4 numba 0.59.0 numerapi 2.18.0 numexpr 2.9.0 numpy 1.26.4 nvidia-cublas-cu12 12.1.3.1 nvidia-cuda-cupti-cu12 12.1.105 nvidia-cuda-nvrtc-cu12 12.1.105 nvidia-cuda-runtime-cu12 12.4.99 nvidia-cudnn-cu12 8.9.7.29 nvidia-cufft-cu12 11.0.2.54 nvidia-curand-cu12 10.3.2.106 nvidia-cusolver-cu12 11.4.5.107 nvidia-cusparse-cu12 12.1.0.106 nvidia-nccl-cu12 2.19.3 nvidia-nvjitlink-cu12 12.4.99 nvidia-nvtx-cu12 12.1.105 oauthlib 3.2.2 openai 1.14.3 openpyxl 3.1.2 opt-einsum 3.3.0 optuna 3.5.0 orjson 3.9.15 ortools 9.9.3963 osqp 0.6.5 overrides 7.7.0 packaging 23.2 pandas 2.1.4 pandas-datareader 0.10.0 pandas-flavor 0.6.0 pandas-ta 0.3.14b0 pandas_market_calendars 4.4.0 pandocfilters 1.5.1 panel 1.3.8 param 2.1.0 parso 0.8.3 partd 1.4.1 pastel 0.2.1 pathos 0.3.2 patsy 0.5.6 pbr 6.0.0 peewee 3.17.1 penaltymodel 1.1.0 PennyLane 0.35.1 PennyLane-qiskit 0.35.1 PennyLane_Lightning 0.35.1 persim 0.3.5 pexpect 4.9.0 pgmpy 0.1.25 pillow 10.2.0 pingouin 0.5.4 pip 23.3.1 platformdirs 3.10.0 plotly 5.20.0 plotly-resampler 0.9.2 plucky 0.4.3 pluggy 1.4.0 ply 3.11 pmdarima 2.0.4 polars 0.20.15 pomegranate 1.0.4 pox 0.3.4 ppft 1.7.6.8 pprofile 2.1.0 preshed 3.0.9 prometheus_client 0.20.0 prompt-toolkit 3.0.43 prophet 1.1.5 protobuf 4.25.3 psutil 5.9.8 ptvsd 4.3.2 ptyprocess 0.7.0 PuLP 2.8.0 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-vollib 1.0.1 py4j 0.10.9.7 pyaml 23.12.0 pyarrow 15.0.1 pyarrow-hotfix 0.6 pybind11 2.11.1 pycaret 3.3.0 pycosat 0.6.6 pycparser 2.21 pydantic 2.6.4 pydantic_core 2.16.3 pydevd-pycharm 231.9225.15 pydmd 1.0.0 pyerfa 2.0.1.1 pyfolio-reloaded 0.9.5 Pygments 2.17.2 PyJWT 2.8.0 pykalman 0.9.7 pylev 1.4.0 pyluach 2.2.0 pymannkendall 1.4.3 pymc 5.10.4 pymdptoolbox 4.0b3 PyMuPDF 1.24.0 PyMuPDFb 1.24.0 pynndescent 0.5.11 pyod 1.1.3 Pyomo 6.7.1 pyparsing 3.1.2 pypdf 4.1.0 pyportfolioopt 1.5.5 pyrb 1.0.1 pyre-extensions 0.0.30 pyro-api 0.1.2 pyro-ppl 1.9.0 pysimdjson 5.0.2 PySocks 1.7.1 pyspnego 0.10.2 pystan 3.9.0 pytensor 2.18.6 pytest 8.1.1 python-dateutil 2.9.0.post0 python-json-logger 2.0.7 python-statemachine 2.1.2 pytorch-ignite 0.4.13 pytorch-lightning 1.9.5 pytz 2024.1 pyvinecopulib 0.6.4 pyviz_comms 3.0.2 PyWavelets 1.5.0 PyYAML 6.0.1 pyzmq 25.1.2 qdldl 0.1.7.post0 qiskit 1.0.2 qiskit-aer 0.13.3 qiskit-ibm-provider 0.10.0 qiskit-ibm-runtime 0.20.0 qpd 0.4.4 qtconsole 5.5.1 QtPy 2.4.1 quadprog 0.1.12 quantecon 0.7.2 QuantLib 1.33 QuantStats 0.0.62 querystring-parser 1.2.4 rauth 0.7.3 ray 2.9.3 Rbeast 0.1.19 rectangle-packer 2.0.2 referencing 0.34.0 regex 2023.12.25 requests 2.31.0 requests-ntlm 1.2.0 requests-oauthlib 1.4.1 retrying 1.3.4 rfc3339-validator 0.1.4 rfc3986-validator 0.1.1 rich 13.7.1 ripser 0.6.8 Riskfolio-Lib 6.0.0 riskparityportfolio 0.5.1 river 0.21.0 rpds-py 0.18.0 ruamel.yaml 0.17.21 ruptures 1.1.9 rustworkx 0.14.2 safetensors 0.4.2 SALib 1.4.8 schemdraw 0.15 scikit-base 0.7.5 scikit-image 0.22.0 scikit-learn 1.4.1.post1 scikit-learn-extra 0.3.0 scikit-optimize 0.10.0 scikit-plot 0.3.7 scikit-tda 1.0.0 scipy 1.11.4 scs 3.2.4.post1 sdeint 0.3.0 seaborn 0.13.2 semantic-version 2.10.0 Send2Trash 1.8.2 setuptools 68.2.2 setuptools-scm 8.0.4 shap 0.45.0 Shimmy 1.3.0 simplejson 3.19.2 simpy 4.1.1 six 1.16.0 sklearn-json 0.1.0 sktime 0.27.1 slicer 0.0.7 smart-open 6.4.0 smmap 5.0.1 sniffio 1.3.1 sortedcontainers 2.4.0 soupsieve 2.5 spacy 3.7.4 spacy-legacy 3.0.12 spacy-loggers 1.0.5 SQLAlchemy 2.0.29 sqlglot 23.0.5 sqlparse 0.4.4 srsly 2.4.8 ssm 0.0.1 stable-baselines3 2.2.1 stack-data 0.6.3 stanio 0.3.0 statsforecast 1.7.3 statsmodels 0.14.1 stevedore 5.2.0 stochastic 0.6.0 stockstats 0.6.2 stopit 1.1.2 striprtf 0.0.26 stumpy 1.12.0 symengine 0.11.0 sympy 1.12 ta 0.11.0 TA-Lib 0.4.28 tables 3.9.2 tabulate 0.8.10 tadasets 0.2.1 tbats 1.1.3 tblib 3.0.0 tenacity 8.2.3 tensorboard 2.16.2 tensorboard-data-server 0.7.2 tensorboardX 2.6.2.2 tensorflow 2.16.1 tensorflow-addons 0.23.0 tensorflow-io-gcs-filesystem 0.36.0 tensorflow-probability 0.24.0 tensorflow-text 2.16.1 tensorflow_decision_forests 1.9.0 tensorly 0.8.1 tensorrt 8.6.1.post1 tensorrt-bindings 8.6.1 tensorrt-libs 8.6.1 tensortrade 1.0.3 termcolor 2.4.0 terminado 0.18.1 tf2jax 0.3.6 tf_keras 2.16.0 thinc 8.2.3 threadpoolctl 3.4.0 thundergbm 0.3.17 tifffile 2024.2.12 tiktoken 0.6.0 tinycss2 1.2.1 tokenizers 0.15.2 toml 0.10.2 toolz 0.12.1 torch 2.2.1 torch-cluster 1.6.3 torch-scatter 2.1.2 torch-sparse 0.6.18 torch-spline-conv 1.2.2 torch_geometric 2.5.1 torchdata 0.7.1 torchmetrics 1.3.2 torchvision 0.17.1 tornado 6.4 TPOT 0.12.2 tqdm 4.66.2 traitlets 5.14.2 transformers 4.38.2 triad 0.9.6 triton 2.2.0 truststore 0.8.0 tsdownsample 0.1.2 tsfresh 0.20.2 tslearn 0.6.3 tweepy 4.14.0 typeguard 2.13.3 typer 0.9.4 types-python-dateutil 2.9.0.20240316 typing-inspect 0.9.0 typing_extensions 4.10.0 tzdata 2024.1 uc-micro-py 1.0.3 umap-learn 0.5.5 update-checker 0.18.0 uri-template 1.3.0 urllib3 2.1.0 utilsforecast 0.1.2 wasabi 1.1.2 wcwidth 0.2.13 weasel 0.3.4 webargs 8.4.0 webcolors 1.13 webencodings 0.5.1 websocket-client 1.7.0 websockets 12.0 Werkzeug 3.0.1 wheel 0.41.2 widgetsnbextension 4.0.10 window_ops 0.0.15 woodwork 0.29.0 wordcloud 1.9.3 wrapt 1.16.0 wurlitzer 3.0.3 x-transformers 1.27.19 xarray 2024.2.0 xarray-einstats 0.7.0 xgboost 2.0.3 xlrd 2.0.1 XlsxWriter 3.2.0 xxhash 3.4.1 xyzservices 2023.10.1 yarl 1.9.4 yellowbrick 1.5 yfinance 0.2.37 zict 3.0.0 zipp 3.18.1 zope.event 5.0 zope.interface 6.2 zstandard 0.19.0
# 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 MathNet.Numerics 5.0.0 McMaster.Extensions.CommandLineUtils 2.6.0 Microsoft.IO.RecyclableMemoryStream 2.3.2 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 Plotly.NET 3.0.1 Plotly.NET.Interactive 3.0.2 protobuf-net 3.1.33 QLNet 1.13.0 QuantConnect.pythonnet 2.0.28 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 1.0.39645 Catalyst.Models.English 1.0.30952 CNTK.CPUOnly 2.8.0-rc0.dev20200201 Google.OrTools 9.6.2534 LibTopoART 0.97.0 MathNet.Filtering 0.7.0 MathNet.Filtering.Kalman 0.7.0 MathNet.Spatial 0.6.0 Microsoft.Data.Analysis 0.20.1 Microsoft.ML 2.0.1 Microsoft.ML.CpuMath 2.0.1 Microsoft.ML.DataView 2.0.1 Microsoft.ML.Ensemble 0.20.1 Microsoft.ML.FastTree 2.0.1 Microsoft.ML.LightGbm 2.0.1 Microsoft.ML.Mkl.Components 2.0.1 Microsoft.ML.OnnxRuntime 1.15.1 Microsoft.ML.TensorFlow 2.0.1 Microsoft.ML.TimeSeries 2.0.1 NumSharp 0.30.0 OpenAI 1.7.2 R.NET 1.9.0 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 0.11.2 TensorFlow.NET 0.110.2
Autokeras Environment
This environment is only available for Python.
The Autokeras environment provides a backwards compatability environment for compatibility with Keras < 3, Tensorflow 2.14.1, and Pydantic:
# Name Version absl-py 2.1.0 adagio 0.2.4 aesara 2.9.3 aiohttp 3.9.3 aiosignal 1.3.1 aiosqlite 0.20.0 alembic 1.13.1 alphalens-reloaded 0.4.3 altair 5.2.0 aniso8601 9.0.1 annotated-types 0.6.0 antlr4-python3-runtime 4.11.1 anyio 4.3.0 appdirs 1.4.4 apricot-select 0.6.1 arch 6.3.0 archspec 0.2.1 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 arviz 0.17.1 astropy 6.0.0 astropy-iers-data 0.2024.3.25.0.29.50 asttokens 2.4.1 astunparse 1.6.3 async-lru 2.0.4 attrs 23.2.0 Authlib 1.3.0 autograd 1.6.2 autograd-gamma 0.5.0 autokeras 1.1.0 autoray 0.6.9 ax-platform 0.3.7 Babel 2.14.0 bayesian-optimization 1.4.3 beautifulsoup4 4.12.3 bleach 6.1.0 blinker 1.7.0 blis 0.7.11 blosc2 2.5.1 bokeh 3.3.4 boltons 23.0.0 botorch 0.10.0 Bottleneck 1.3.8 Brotli 1.0.9 bs4 0.0.2 cachetools 5.3.3 captum 0.7.0 catalogue 2.0.10 catboost 1.2.3 category-encoders 2.6.3 causal-conv1d 1.2.0.post2 certifi 2024.2.2 cffi 1.16.0 chardet 5.2.0 charset-normalizer 2.0.4 check-shapes 1.1.1 clarabel 0.7.1 click 8.1.7 clikit 0.6.2 cloudpathlib 0.16.0 cloudpickle 3.0.0 cmdstanpy 1.2.1 colorama 0.4.6 colorcet 3.1.0 colorlog 6.8.2 colorlover 0.3.0 colour 0.1.5 comm 0.2.2 conda 24.1.2 conda-content-trust 0.2.0 conda-libmamba-solver 24.1.0 conda-package-handling 2.2.0 conda_package_streaming 0.9.0 confection 0.1.4 cons 0.4.6 contourpy 1.2.0 control 0.9.4 copulae 0.7.9 copulas 0.10.1 coreforecast 0.0.7 cramjam 2.8.3 crashtest 0.3.1 creme 0.6.1 cryptography 42.0.2 cufflinks 0.17.3 cvxopt 1.3.2 cvxpy 1.4.2 cycler 0.12.1 cymem 2.0.8 Cython 3.0.9 darts 0.28.0 dash 2.16.1 dash-core-components 2.0.0 dash-cytoscape 1.0.0 dash-html-components 2.0.0 dash-table 5.0.0 dask 2024.3.1 dask-expr 1.0.5 dataclasses-json 0.6.4 deap 1.4.1 debugpy 1.8.1 decorator 5.1.1 deepmerge 1.1.1 defusedxml 0.7.1 Deprecated 1.2.14 deprecation 2.1.0 dgl 2.1.0 dill 0.3.8 dimod 0.12.14 dirtyjson 1.0.8 diskcache 5.6.3 distributed 2024.3.1 distro 1.8.0 dm-tree 0.1.8 docker 7.0.0 docutils 0.20.1 DoubleML 0.7.1 dropstackframe 0.1.0 dtreeviz 2.2.2 dtw-python 1.3.1 dwave-cloud-client 0.11.3 dwave-drivers 0.4.4 dwave-greedy 0.3.0 dwave-hybrid 0.6.11 dwave-inspector 0.4.4 dwave-inspectorapp 0.3.1 dwave-neal 0.6.0 dwave-networkx 0.8.14 dwave-ocean-sdk 6.9.0 dwave-preprocessing 0.6.5 dwave-samplers 1.2.0 dwave-system 1.23.0 dwave-tabu 0.5.0 dwavebinarycsp 0.3.0 ecos 2.0.13 einops 0.7.0 EMD-signal 1.6.0 empyrical-reloaded 0.5.9 en-core-web-md 3.7.1 en-core-web-sm 3.7.1 entrypoints 0.4 et-xmlfile 1.1.0 etuples 0.3.9 exchange_calendars 4.5.3 executing 2.0.1 faiss-cpu 1.8.0 Farama-Notifications 0.0.4 fastai 2.7.14 fastai2 0.0.30 fastcore 1.5.29 fastdownload 0.0.7 fasteners 0.19 fastjsonschema 2.19.1 fastparquet 2024.2.0 fastprogress 1.0.3 fasttext 0.9.2 featuretools 1.30.0 filelock 3.13.3 findiff 0.10.0 FixedEffectModel 0.0.5 FLAML 2.1.2 Flask 3.0.2 flatbuffers 24.3.25 fonttools 4.50.0 formulaic 1.0.1 fqdn 1.5.1 frozendict 2.4.0 frozenlist 1.4.1 fs 2.4.16 fsspec 2024.3.1 fugue 0.8.7 fugue-sql-antlr 0.2.0 functime 0.9.5 future 1.0.0 fuzzy-c-means 1.7.2 gast 0.5.4 gensim 4.3.2 gevent 24.2.1 gitdb 4.0.11 GitPython 3.1.42 gluonts 0.14.4 google-auth 2.29.0 google-auth-oauthlib 1.0.0 google-pasta 0.2.0 gpflow 2.9.1 gplearn 0.4.2 gpytorch 1.11 graphene 3.3 graphql-core 3.2.3 graphql-relay 3.2.0 graphviz 0.20.1 greenlet 3.0.3 grpcio 1.62.1 gunicorn 21.2.0 gym 0.26.2 gym-notices 0.0.8 gymnasium 0.28.1 h11 0.14.0 h2o 3.46.0.1 h5netcdf 1.3.0 h5py 3.10.0 hmmlearn 0.3.2 holidays 0.45 holoviews 1.18.3 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 httpcore 1.0.4 httpstan 4.12.0 httpx 0.27.0 huggingface-hub 0.22.0 hurst 0.0.5 hvplot 0.9.2 hyperopt 0.2.7 ibm-cloud-sdk-core 3.19.2 ibm-platform-services 0.52.0 idna 3.4 iisignature 0.24 ijson 3.2.3 imageio 2.34.0 imbalanced-learn 0.12.0 immutabledict 4.2.0 importlib-metadata 4.13.0 importlib_resources 6.4.0 iniconfig 2.0.0 injector 0.21.0 interface-meta 1.3.0 interpret 0.5.1 interpret-core 0.5.1 ipykernel 6.29.3 ipython 8.22.2 ipywidgets 8.1.2 isoduration 20.11.0 itsdangerous 2.1.2 jax 0.4.25 jax-jumpy 1.0.0 jaxlib 0.4.25 jaxtyping 0.2.28 jedi 0.19.1 Jinja2 3.1.3 joblib 1.3.2 json5 0.9.24 jsonpatch 1.33 jsonpath-ng 1.6.1 jsonpointer 2.1 jsonschema 4.21.1 jsonschema-specifications 2023.12.1 jupyter 1.0.0 jupyter_ai 2.12.0 jupyter_ai_magics 2.12.0 jupyter_bokeh 4.0.0 jupyter_client 8.6.1 jupyter-console 6.6.3 jupyter_core 5.7.2 jupyter-events 0.10.0 jupyter-lsp 2.2.4 jupyter-resource-usage 1.0.2 jupyter_server 2.13.0 jupyter_server_terminals 0.5.3 jupyterlab 4.1.5 jupyterlab_pygments 0.3.0 jupyterlab_server 2.25.4 jupyterlab_widgets 3.0.10 kagglehub 0.2.1 kaleido 0.2.1 keras 2.14.0 keras-core 0.1.7 keras-nlp 0.8.2 keras-rl 0.4.2 keras-tcn 3.5.0 keras-tuner 1.4.7 kiwisolver 1.4.5 kmapper 2.0.1 korean-lunar-calendar 0.3.1 kt-legacy 1.0.5 langchain 0.1.12 langchain-community 0.0.29 langchain-core 0.1.33 langchain-text-splitters 0.0.1 langcodes 3.3.0 langsmith 0.1.31 lark 1.1.9 lazy_loader 0.3 lazypredict-nightly 0.3.0 libclang 18.1.1 libmambapy 1.5.6 lifelines 0.28.0 lightgbm 4.3.0 lightning-utilities 0.11.1 lime 0.2.0.1 line-profiler 4.1.2 linear-operator 0.5.1 linkify-it-py 2.0.3 livelossplot 0.5.5 llama-index 0.10.19 llama-index-agent-openai 0.1.7 llama-index-cli 0.1.11 llama-index-core 0.10.23.post1 llama-index-embeddings-openai 0.1.7 llama-index-indices-managed-llama-cloud 0.1.5 llama-index-legacy 0.9.48 llama-index-llms-openai 0.1.12 llama-index-multi-modal-llms-openai 0.1.4 llama-index-program-openai 0.1.4 llama-index-question-gen-openai 0.1.3 llama-index-readers-file 0.1.12 llama-index-readers-llama-parse 0.1.4 llama-parse 0.4.0 llamaindex-py-client 0.1.13 llvmlite 0.42.0 locket 1.0.0 logical-unification 0.4.6 lxml 5.1.0 lz4 4.3.3 Mako 1.3.2 mamba-ssm 1.2.0.post1 MAPIE 0.8.3 Markdown 3.6 markdown-it-py 3.0.0 MarkupSafe 2.1.5 marshmallow 3.21.1 matplotlib 3.7.5 matplotlib-inline 0.1.6 mdit-py-plugins 0.4.0 mdurl 0.1.2 menuinst 2.0.2 mgarch 0.3.0 miniKanren 1.0.3 minorminer 0.2.13 mistune 3.0.2 ml-dtypes 0.2.0 mlflow 2.11.1 mlforecast 0.12.0 mljar-supervised 1.1.6 mlxtend 0.23.1 mmh3 2.5.1 modin 0.26.1 mplfinance 0.12.10b0 mpmath 1.3.0 msgpack 1.0.8 multidict 6.0.5 multipledispatch 1.0.0 multiprocess 0.70.16 multitasking 0.0.11 murmurhash 1.0.10 mypy-extensions 1.0.0 namex 0.0.7 nbclient 0.10.0 nbconvert 7.16.3 nbformat 5.10.3 ndindex 1.8 nest-asyncio 1.6.0 networkx 3.2.1 neural-tangents 0.6.5 neuralprophet 0.8.0 nfoursid 1.0.1 ngboost 0.5.1 ninja 1.11.1.1 nixtlats 0.2.0 nltk 3.8.1 nose 1.3.7 notebook 7.1.2 notebook_shim 0.2.4 numba 0.59.0 numerapi 2.18.0 numexpr 2.9.0 numpy 1.26.4 nvidia-cublas-cu12 12.1.3.1 nvidia-cuda-cupti-cu12 12.1.105 nvidia-cuda-nvrtc-cu12 12.1.105 nvidia-cuda-runtime-cu12 12.1.105 nvidia-cudnn-cu12 8.9.2.26 nvidia-cufft-cu12 11.0.2.54 nvidia-curand-cu12 10.3.2.106 nvidia-cusolver-cu12 11.4.5.107 nvidia-cusparse-cu12 12.1.0.106 nvidia-nccl-cu12 2.19.3 nvidia-nvjitlink-cu12 12.4.99 nvidia-nvtx-cu12 12.1.105 oauthlib 3.2.2 openai 1.14.3 openpyxl 3.1.2 opt-einsum 3.3.0 optuna 3.5.0 orjson 3.9.15 ortools 9.9.3963 osqp 0.6.5 overrides 7.7.0 packaging 23.2 pandas 2.1.4 pandas-datareader 0.10.0 pandas-flavor 0.6.0 pandas_market_calendars 4.4.0 pandas-ta 0.3.14b0 pandocfilters 1.5.1 panel 1.3.8 param 2.1.0 parso 0.8.3 partd 1.4.1 pastel 0.2.1 pathos 0.3.2 patsy 0.5.6 pbr 6.0.0 pearl 2.3.12 peewee 3.17.1 penaltymodel 1.1.0 PennyLane 0.35.1 PennyLane_Lightning 0.35.1 PennyLane-qiskit 0.35.1 persim 0.3.5 pexpect 4.9.0 pgmpy 0.1.25 pillow 10.2.0 pingouin 0.5.4 pip 23.2.1 platformdirs 3.10.0 plotly 5.20.0 plotly-resampler 0.9.2 plucky 0.4.3 pluggy 1.4.0 ply 3.11 pmdarima 2.0.4 polars 0.20.15 pomegranate 1.0.4 pox 0.3.4 ppft 1.7.6.8 pprofile 2.1.0 preshed 3.0.9 prometheus_client 0.20.0 prompt-toolkit 3.0.43 prophet 1.1.5 protobuf 4.25.3 psutil 5.9.8 ptyprocess 0.7.0 PuLP 2.8.0 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-vollib 1.0.1 py4j 0.10.9.7 pyaml 23.12.0 pyarrow 15.0.1 pyarrow-hotfix 0.6 pyasn1 0.5.1 pyasn1-modules 0.3.0 pybind11 2.11.1 pycaret 3.3.0 pycosat 0.6.6 pycparser 2.21 pydantic 1.10.14 pydantic_core 2.16.3 pydmd 1.0.0 pyerfa 2.0.1.1 pyfolio-reloaded 0.9.5 Pygments 2.17.2 PyJWT 2.8.0 pykalman 0.9.7 pylev 1.4.0 pyluach 2.2.0 pymannkendall 1.4.3 pymc 5.10.4 pymdptoolbox 4.0b3 PyMuPDF 1.24.0 PyMuPDFb 1.24.0 pynndescent 0.5.11 pyod 1.1.3 Pyomo 6.7.1 pyparsing 3.1.2 pypdf 4.1.0 pyportfolioopt 1.5.5 pyrb 1.0.1 pyre-extensions 0.0.30 pyro-api 0.1.2 pyro-ppl 1.9.0 pysimdjson 5.0.2 PySocks 1.7.1 pyspnego 0.10.2 pystan 3.9.0 pytensor 2.18.6 pytest 8.1.1 python-dateutil 2.9.0.post0 python-json-logger 2.0.7 python-statemachine 2.1.2 pytorch-ignite 0.4.13 pytorch-lightning 1.9.5 pytz 2024.1 pyvinecopulib 0.6.4 pyviz_comms 3.0.2 PyWavelets 1.5.0 PyYAML 6.0.1 pyzmq 25.1.2 qdldl 0.1.7.post0 qiskit 1.0.2 qiskit-aer 0.13.3 qiskit-ibm-provider 0.10.0 qiskit-ibm-runtime 0.20.0 qpd 0.4.4 qtconsole 5.5.1 QtPy 2.4.1 quadprog 0.1.12 quantecon 0.7.2 QuantLib 1.33 QuantStats 0.0.62 querystring-parser 1.2.4 rauth 0.7.3 ray 2.9.3 Rbeast 0.1.19 rectangle-packer 2.0.2 referencing 0.34.0 regex 2023.12.25 requests 2.31.0 requests-ntlm 1.2.0 requests-oauthlib 1.4.1 retrying 1.3.4 rfc3339-validator 0.1.4 rfc3986-validator 0.1.1 rich 13.7.1 ripser 0.6.8 Riskfolio-Lib 6.0.0 riskparityportfolio 0.5.1 river 0.21.0 rpds-py 0.18.0 rsa 4.9 ruamel.yaml 0.17.21 ruptures 1.1.9 rustworkx 0.14.2 safetensors 0.4.2 SALib 1.4.8 schemdraw 0.15 scikeras 0.12.0 scikit-base 0.7.5 scikit-image 0.22.0 scikit-learn 1.4.1.post1 scikit-learn-extra 0.3.0 scikit-optimize 0.10.0 scikit-plot 0.3.7 scikit-tda 1.0.0 scipy 1.11.4 scs 3.2.4.post1 sdeint 0.3.0 seaborn 0.13.2 semantic-version 2.10.0 Send2Trash 1.8.2 setuptools 65.5.0 setuptools-scm 8.0.4 shap 0.45.0 Shimmy 1.3.0 simplejson 3.19.2 simpy 4.1.1 six 1.16.0 sklearn-json 0.1.0 sktime 0.27.1 slicer 0.0.7 smart-open 6.4.0 smmap 5.0.1 sniffio 1.3.1 sortedcontainers 2.4.0 soupsieve 2.5 spacy 3.7.4 spacy-legacy 3.0.12 spacy-loggers 1.0.5 SQLAlchemy 2.0.29 sqlglot 23.0.5 sqlparse 0.4.4 srsly 2.4.8 ssm 0.0.1 stable-baselines3 2.2.1 stack-data 0.6.3 stanio 0.3.0 statsforecast 1.7.3 statsmodels 0.14.1 stevedore 5.2.0 stochastic 0.6.0 stockstats 0.6.2 stopit 1.1.2 striprtf 0.0.26 stumpy 1.12.0 symengine 0.11.0 sympy 1.12 ta 0.11.0 TA-Lib 0.4.28 tables 3.9.2 tabulate 0.8.10 tadasets 0.2.1 tbats 1.1.3 tblib 3.0.0 tenacity 8.2.3 tensorboard 2.14.1 tensorboard-data-server 0.7.2 tensorboardX 2.6.2.2 tensorflow 2.14.1 tensorflow-addons 0.23.0 tensorflow_decision_forests 1.9.0 tensorflow-estimator 2.14.0 tensorflow-hub 0.16.1 tensorflow-io-gcs-filesystem 0.36.0 tensorflow-probability 0.24.0 tensorflow-ranking 0.5.3 tensorflow-serving-api 2.14.1 tensorflow-text 2.14.0 tensorly 0.8.1 tensorrt 8.6.1.post1 tensorrt-bindings 8.6.1 tensorrt-libs 8.6.1 tensortrade 1.0.3 termcolor 2.4.0 terminado 0.18.1 tf-keras 2.15.0 tf2jax 0.3.6 thinc 8.2.3 threadpoolctl 3.4.0 thundergbm 0.3.17 tifffile 2024.2.12 tiktoken 0.6.0 tinycss2 1.2.1 tokenizers 0.15.2 toml 0.10.2 toolz 0.12.1 torch 2.2.1 torch-cluster 1.6.3 torch_geometric 2.5.1 torch-scatter 2.1.2 torch-sparse 0.6.18 torch-spline-conv 1.2.2 torchdata 0.7.1 torchmetrics 1.3.2 torchvision 0.17.1 tornado 6.4 TPOT 0.12.2 tqdm 4.66.2 traitlets 5.14.2 transformers 4.38.2 triad 0.9.6 triton 2.2.0 truststore 0.8.0 tsdownsample 0.1.2 tsfresh 0.20.2 tslearn 0.6.3 tweepy 4.14.0 typeguard 2.13.3 typer 0.9.4 types-python-dateutil 2.9.0.20240316 typing_extensions 4.10.0 typing-inspect 0.9.0 tzdata 2024.1 uc-micro-py 1.0.3 umap-learn 0.5.5 update-checker 0.18.0 uri-template 1.3.0 urllib3 2.1.0 utilsforecast 0.1.2 wasabi 1.1.2 wcwidth 0.2.13 weasel 0.3.4 webargs 8.4.0 webcolors 1.13 webencodings 0.5.1 websocket-client 1.7.0 websockets 12.0 Werkzeug 3.0.1 wheel 0.41.2 widgetsnbextension 4.0.10 window_ops 0.0.15 woodwork 0.29.0 wordcloud 1.9.3 wrapt 1.14.1 wurlitzer 3.0.3 x-transformers 1.27.19 xarray 2024.2.0 xarray-einstats 0.7.0 xgboost 2.0.3 xlrd 2.0.1 XlsxWriter 3.2.0 xxhash 3.4.1 xyzservices 2023.10.1 yarl 1.9.4 yellowbrick 1.5 yfinance 0.2.37 zict 3.0.0 zipp 3.18.1 zope.event 5.0 zope.interface 6.2 zstandard 0.19.0
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