Development Environment
Packages and Libraries
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 using
import
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 left navigation menu, click the QuantConnect icon.
- 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:
absl-py 2.1.0 accelerate 0.30.1 adagio 0.2.4 aesara 2.9.3 aiohttp 3.9.5 aiosignal 1.3.1 aiosqlite 0.20.0 alembic 1.13.1 alibi-detect 0.12.0 alphalens-reloaded 0.4.3 altair 5.2.0 aniso8601 9.0.1 annotated-types 0.7.0 antlr4-python3-runtime 4.9.3 anyio 4.4.0 appdirs 1.4.4 apricot-select 0.6.1 arch 6.3.0 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 arviz 0.18.0 astropy 6.0.0 astropy-iers-data 0.2024.6.3.0.31.14 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 0.6.12 ax-platform 0.3.7 Babel 2.15.0 bayesian-optimization 1.4.3 beautifulsoup4 4.12.3 bleach 6.1.0 blinker 1.8.2 blis 0.7.11 blosc2 2.6.2 bokeh 3.3.4 botorch 0.10.0 Bottleneck 1.3.8 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 chardet 5.2.0 check-shapes 1.1.1 clarabel 0.9.0 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 confection 0.1.5 cons 0.4.6 contourpy 1.2.0 control 0.9.4 copulae 0.7.9 copulas 0.10.1 coreforecast 0.0.9 cramjam 2.8.3 crashtest 0.3.1 creme 0.6.1 cufflinks 0.17.3 cvxopt 1.3.2 cvxpy 1.4.2 cycler 0.12.1 cymem 2.0.8 Cython 3.0.10 darts 0.28.0 dash 2.17.0 dash-core-components 2.0.0 dash-cytoscape 1.0.1 dash-html-components 2.0.0 dash-table 5.0.0 dask 2024.3.1 dask-expr 1.0.5 dataclasses-json 0.6.6 datasets 2.17.1 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 dm-tree 0.1.8 docker 7.1.0 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 0.5.10 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 4.5.4 executing 2.0.1 faiss-cpu 1.8.0 Farama-Notifications 0.0.4 fastai 2.7.14 fastai2 0.0.30 fastcore 1.5.43 fastdownload 0.0.7 fasteners 0.19 fastjsonschema 2.19.1 fastparquet 2024.2.0 fastprogress 1.0.3 fasttext 0.9.2 feature-engine 1.6.2 featuretools 1.30.0 filelock 3.14.0 findiff 0.10.0 FixedEffectModel 0.0.5 FlagEmbedding 1.2.10 FLAML 2.1.2 Flask 3.0.3 flatbuffers 24.3.25 fonttools 4.53.0 formulaic 1.0.1 fqdn 1.5.1 frozendict 2.4.4 frozenlist 1.4.1 fs 2.4.16 fsspec 2023.10.0 fugue 0.9.0 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 3.1.43 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 1.64.1 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 3.11.0 hmmlearn 0.3.2 holidays 0.50 holoviews 1.18.3 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 httpcore 1.0.5 httpstan 4.12.0 httpx 0.27.0 huggingface-hub 0.23.2 hurst 0.0.5 hvplot 0.9.2 hydra-core 1.3.0 hyperopt 0.2.7 ibm-cloud-sdk-core 3.20.1 ibm-platform-services 0.53.7 iisignature 0.24 ijson 3.2.3 imageio 2.34.1 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 6.29.4 ipython 8.25.0 ipywidgets 8.1.2 isoduration 20.11.0 itsdangerous 2.2.0 jax 0.4.25 jax-jumpy 1.0.0 jaxlib 0.4.25 jaxtyping 0.2.29 jedi 0.19.1 Jinja2 3.1.4 joblib 1.3.2 json5 0.9.25 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 2.2.5 jupyter-resource-usage 1.0.2 jupyter_ai 2.12.0 jupyter_ai_magics 2.16.0 jupyter_bokeh 4.0.0 jupyter_client 8.6.2 jupyter_core 5.7.2 jupyter_server 2.14.1 jupyter_server_terminals 0.5.3 jupyterlab 4.1.5 jupyterlab_pygments 0.3.0 jupyterlab_server 2.27.2 jupyterlab_widgets 3.0.11 kagglehub 0.2.5 kaleido 0.2.1 keras 3.3.3 keras-core 0.1.7 keras-nlp 0.12.1 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 0.0.38 langchain-core 0.1.52 langchain-text-splitters 0.0.2 langcodes 3.4.0 langsmith 0.1.67 language_data 1.2.0 lark 1.1.9 lazy_loader 0.4 lazypredict-nightly 0.3.0 libclang 18.1.1 lifelines 0.28.0 lightgbm 4.3.0 lightning 2.2.5 lightning-utilities 0.11.2 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 0.1.12 llama-index-core 0.10.43 llama-index-embeddings-openai 0.1.10 llama-index-indices-managed-llama-cloud 0.1.6 llama-index-legacy 0.9.48 llama-index-llms-openai 0.1.22 llama-index-multi-modal-llms-openai 0.1.6 llama-index-program-openai 0.1.6 llama-index-question-gen-openai 0.1.3 llama-index-readers-file 0.1.23 llama-index-readers-llama-parse 0.1.4 llama-parse 0.4.4 llamaindex-py-client 0.1.19 llvmlite 0.42.0 locket 1.0.0 logical-unification 0.4.6 lxml 5.1.0 lz4 4.3.3 Mako 1.3.5 mamba-ssm 1.2.0.post1 MAPIE 0.8.3 marisa-trie 1.1.1 Markdown 3.6 markdown-it-py 3.0.0 MarkupSafe 2.1.5 marshmallow 3.21.2 matplotlib 3.7.5 matplotlib-inline 0.1.7 mdit-py-plugins 0.4.1 mdurl 0.1.2 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 0.0.8 nbclient 0.10.0 nbconvert 7.16.4 nbformat 5.10.4 ndindex 1.8 nest-asyncio 1.6.0 networkx 3.3 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 nolds 0.5.2 nose 1.3.7 notebook 7.1.3 notebook_shim 0.2.4 numba 0.59.0 numerapi 2.18.0 numexpr 2.10.0 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 12.5.40 nvidia-nvtx-cu12 12.1.105 oauthlib 3.2.2 omegaconf 2.3.0 openai 1.30.4 opencv-contrib-python-headless 4.9.0.80 opencv-python 4.10.0.82 openpyxl 3.1.2 opt-einsum 3.3.0 optree 0.11.0 optuna 3.5.0 orjson 3.10.3 ortools 9.9.3963 osqp 0.6.7 overrides 7.7.0 packaging 23.2 pandas 2.1.4 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 0.8.4 partd 1.4.2 pastel 0.2.1 pathos 0.3.2 patsy 0.5.6 pbr 6.0.0 peewee 3.17.3 peft 0.11.1 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 10.3.0 pingouin 0.5.4 plotly 5.20.0 plotly-resampler 0.10.0 plucky 0.4.3 pluggy 1.5.0 ply 3.11 pmdarima 2.0.4 polars 0.20.15 pomegranate 1.0.4 POT 0.9.3 pox 0.3.4 ppft 1.7.6.8 pprofile 2.1.0 preshed 3.0.9 prometheus_client 0.20.0 prompt_toolkit 3.0.45 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 24.4.0 pyarrow 15.0.1 pyarrow-hotfix 0.6 pybind11 2.12.0 pycaret 3.3.2 pydantic 2.7.3 pydantic_core 2.18.4 pydevd-pycharm 231.9225.15 pydmd 1.0.0 pyerfa 2.0.1.4 pyfolio-reloaded 0.9.5 Pygments 2.18.0 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 pynndescent 0.5.12 pyod 2.0.0 Pyomo 6.7.1 pyparsing 3.1.2 pypdf 4.2.0 pyportfolioopt 1.5.5 pyre-extensions 0.0.30 pyro-api 0.1.2 pyro-ppl 1.9.0 pysimdjson 5.0.2 pyspnego 0.10.2 pystan 3.9.0 pytensor 2.18.6 pytest 8.2.1 python-dateutil 2.9.0.post0 python-dotenv 1.0.0 python-json-logger 2.0.7 python-statemachine 2.1.2 pytorch-ignite 0.4.13 pytorch-lightning 1.9.5 pytorch-tabnet 4.1.0 pytz 2024.1 pyvinecopulib 0.6.5 pyviz_comms 3.0.2 PyWavelets 1.5.0 PyYAML 6.0.1 pyzmq 26.0.3 qdldl 0.1.7.post2 qiskit 1.0.2 qiskit-aer 0.14.2 qiskit-ibm-provider 0.11.0 qiskit-ibm-runtime 0.20.0 qtconsole 5.5.2 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 0.35.1 regex 2024.5.15 requests-ntlm 1.2.0 requests-oauthlib 1.3.1 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 0.18.1 ruptures 1.1.9 rustworkx 0.14.2 safetensors 0.4.3 SALib 1.5.0 schemdraw 0.15 scikeras 0.13.0 scikit-base 0.7.8 scikit-image 0.22.0 scikit-learn 1.4.2 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.post2 sdeint 0.3.0 seaborn 0.13.2 semantic-version 2.10.0 Send2Trash 1.8.3 sentence-transformers 3.0.0 setuptools-scm 8.1.0 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 0.26.0 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 2.0.30 sqlparse 0.5.0 srsly 2.4.8 stable_baselines3 2.3.2 stack-data 0.6.3 stanio 0.3.0 statsforecast 1.7.5 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 1.12.1 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 8.3.0 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 0.37.0 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 3.5.0 thundergbm 0.3.17 tifffile 2024.5.22 tiktoken 0.7.0 tinycss2 1.3.0 tokenizers 0.19.1 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 1.4.0.post0 torchvision 0.17.1 tornado 6.4 TPOT 0.12.2 tqdm 4.66.4 traitlets 5.14.3 transformers 4.40.2 triad 0.9.6 triton 2.2.0 tsdownsample 0.1.3 tsfresh 0.20.2 tslearn 0.6.3 tweepy 4.14.0 typeguard 2.13.3 typer 0.9.4 typer-config 1.4.0 types-python-dateutil 2.9.0.20240316 typing-inspect 0.9.0 typing_extensions 4.12.1 tzdata 2024.1 uc-micro-py 1.0.3 umap-learn 0.5.5 update-checker 0.18.0 uri-template 1.3.0 utilsforecast 0.1.10 wasabi 1.1.3 wcwidth 0.2.13 weasel 0.3.4 webargs 8.4.0 webcolors 1.13 webencodings 0.5.1 websocket-client 1.8.0 websockets 12.0 Werkzeug 3.0.1 widgetsnbextension 4.0.11 window_ops 0.0.15 woodwork 0.31.0 wordcloud 1.9.3 wrapt 1.16.0 wurlitzer 3.1.0 x-transformers 1.30.4 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 2024.4.0 yarl 1.9.4 yellowbrick 1.5 yfinance 0.2.40 zict 3.0.0 zipp 3.19.1 zope.event 5.0 zope.interface 6.4.post2
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 3.1.3 QLNet 1.13.0 QuantConnect.pythonnet 2.0.38 RestSharp 106.12.0 SharpZipLib 1.3.3 System.ComponentModel.Composition 6.0.0
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
. This environment supports the following libraries:
absl-py 2.1.0 accelerate 0.30.1 adagio 0.2.4 aesara 2.9.3 aiohttp 3.9.5 aiosignal 1.3.1 aiosqlite 0.20.0 alibi-detect 0.12.0 alphalens-reloaded 0.4.3 altair 5.2.0 aniso8601 9.0.1 annotated-types 0.7.0 antlr4-python3-runtime 4.9.3 anyio 4.4.0 appdirs 1.4.4 apricot-select 0.6.1 arch 6.3.0 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 arviz 0.18.0 astropy 6.0.0 astropy-iers-data 0.2024.6.3.0.31.14 asttokens 2.4.1 astunparse 1.6.3 async-generator 1.10 async-lru 2.0.4 Authlib 1.3.0 autograd 1.6.2 autograd-gamma 0.5.0 autokeras 1.1.0 autoray 0.6.12 ax-platform 0.3.7 Babel 2.15.0 bayesian-optimization 1.4.3 beautifulsoup4 4.12.3 bleach 6.1.0 blis 0.7.11 blosc2 2.6.2 bokeh 3.3.4 botorch 0.10.0 Bottleneck 1.3.8 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 certipy 0.1.3 chardet 5.2.0 check-shapes 1.1.1 clarabel 0.9.0 click 8.1.7 clikit 0.6.2 cloudpathlib 0.16.0 cloudpickle 3.0.0 clr-loader 0.1.6 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 confection 0.1.5 cons 0.4.6 contourpy 1.2.0 control 0.9.4 copulae 0.7.9 copulas 0.10.1 coreforecast 0.0.9 cramjam 2.8.3 crashtest 0.3.1 creme 0.6.1 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 2.17.0 dash-core-components 2.0.0 dash-cytoscape 1.0.1 dash-html-components 2.0.0 dash-table 5.0.0 dask 2024.3.1 dask-expr 1.0.5 dataclasses-json 0.6.6 datasets 2.17.1 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 dm-tree 0.1.8 docker 7.1.0 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 0.5.10 en-core-web-md 3.7.1 en-core-web-sm 3.7.1 et-xmlfile 1.1.0 etuples 0.3.9 exchange_calendars 4.5.4 executing 2.0.1 faiss-cpu 1.8.0 Farama-Notifications 0.0.4 fastai 2.7.14 fastai2 0.0.30 fastcore 1.5.43 fastdownload 0.0.7 fasteners 0.19 fastjsonschema 2.19.1 fastparquet 2024.2.0 fastprogress 1.0.3 fasttext 0.9.2 feature-engine 1.6.2 featuretools 1.30.0 filelock 3.14.0 findiff 0.10.0 FixedEffectModel 0.0.5 FlagEmbedding 1.2.10 FLAML 2.1.2 Flask 3.0.3 flatbuffers 24.3.25 fonttools 4.53.0 formulaic 1.0.1 fqdn 1.5.1 frozendict 2.4.4 frozenlist 1.4.1 fs 2.4.16 fsspec 2023.10.0 fugue 0.9.0 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 3.1.43 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 grpcio 1.64.1 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 3.11.0 hmmlearn 0.3.2 holidays 0.50 holoviews 1.18.3 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 httpcore 1.0.5 httpstan 4.12.0 httpx 0.27.0 huggingface-hub 0.23.2 hurst 0.0.5 hvplot 0.9.2 hydra-core 1.3.0 hyperopt 0.2.7 ibm-cloud-sdk-core 3.20.1 ibm-platform-services 0.53.7 iisignature 0.24 ijson 3.2.3 imageio 2.34.1 imbalanced-learn 0.12.0 immutabledict 4.2.0 importlib-metadata 4.13.0 iniconfig 2.0.0 injector 0.21.0 interface-meta 1.3.0 interpret 0.5.1 interpret-core 0.5.1 ipykernel 6.29.4 ipython 8.25.0 ipywidgets 8.1.2 isoduration 20.11.0 itsdangerous 2.2.0 jax 0.4.25 jax-jumpy 1.0.0 jaxlib 0.4.25 jaxtyping 0.2.29 jedi 0.19.1 joblib 1.3.2 json5 0.9.25 jsonpatch 1.33 jsonpath-ng 1.6.1 jsonpointer 2.1 jupyter 1.0.0 jupyter-console 6.6.3 jupyter-events 0.10.0 jupyter-lsp 2.2.5 jupyter-resource-usage 1.0.2 jupyter_ai 2.12.0 jupyter_ai_magics 2.16.0 jupyter_bokeh 4.0.0 jupyter_client 8.6.2 jupyter_core 5.7.2 jupyter_server 2.14.1 jupyter_server_terminals 0.5.3 jupyterlab 4.1.5 jupyterlab_pygments 0.3.0 jupyterlab_server 2.27.2 jupyterlab_widgets 3.0.11 kagglehub 0.2.5 kaleido 0.2.1 keras 2.14.0 keras-core 0.1.7 keras-nlp 0.12.1 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 0.0.38 langchain-core 0.1.52 langchain-text-splitters 0.0.2 langcodes 3.4.0 langsmith 0.1.67 language_data 1.2.0 lark 1.1.9 lazy_loader 0.4 lazypredict-nightly 0.3.0 libclang 18.1.1 lifelines 0.28.0 lightgbm 4.3.0 lightning 2.2.5 lightning-utilities 0.11.2 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 0.1.12 llama-index-core 0.10.43 llama-index-embeddings-openai 0.1.10 llama-index-indices-managed-llama-cloud 0.1.6 llama-index-legacy 0.9.48 llama-index-llms-openai 0.1.22 llama-index-multi-modal-llms-openai 0.1.6 llama-index-program-openai 0.1.6 llama-index-question-gen-openai 0.1.3 llama-index-readers-file 0.1.23 llama-index-readers-llama-parse 0.1.4 llama-parse 0.4.4 llamaindex-py-client 0.1.19 llvmlite 0.42.0 locket 1.0.0 logical-unification 0.4.6 lxml 5.1.0 lz4 4.3.3 mamba-ssm 1.2.0.post1 MAPIE 0.8.3 marisa-trie 1.1.1 Markdown 3.6 markdown-it-py 3.0.0 marshmallow 3.21.2 matplotlib 3.7.5 matplotlib-inline 0.1.7 mdit-py-plugins 0.4.1 mdurl 0.1.2 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 0.0.8 nbclient 0.10.0 nbconvert 7.16.4 nbformat 5.10.4 ndindex 1.8 nest-asyncio 1.6.0 networkx 3.3 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 nolds 0.5.2 nose 1.3.7 notebook 7.1.3 notebook_shim 0.2.4 numba 0.59.0 numerapi 2.18.0 numexpr 2.10.0 numpy 1.26.4 nvidia-cublas-cu12 12.5.2.13 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 12.5.40 nvidia-nvtx-cu12 12.1.105 omegaconf 2.3.0 openai 1.30.4 opencv-contrib-python-headless 4.9.0.80 opencv-python 4.10.0.82 openpyxl 3.1.2 opt-einsum 3.3.0 optree 0.11.0 optuna 3.5.0 orjson 3.10.3 ortools 9.9.3963 osqp 0.6.7 overrides 7.7.0 packaging 23.2 pandas 2.1.4 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 0.8.4 partd 1.4.2 pastel 0.2.1 pathos 0.3.2 patsy 0.5.6 pbr 6.0.0 pearl 2.3.12 peewee 3.17.3 peft 0.11.1 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 10.3.0 pingouin 0.5.4 plotly 5.20.0 plotly-resampler 0.10.0 plucky 0.4.3 pluggy 1.5.0 ply 3.11 pmdarima 2.0.4 polars 0.20.15 pomegranate 1.0.4 POT 0.9.3 pox 0.3.4 ppft 1.7.6.8 pprofile 2.1.0 preshed 3.0.9 prompt_toolkit 3.0.45 prophet 1.1.5 protobuf 4.25.3 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 24.4.0 pyarrow 15.0.1 pyarrow-hotfix 0.6 pyasn1 0.6.0 pyasn1_modules 0.4.0 pybind11 2.12.0 pycaret 3.3.2 pycparser 2.20 pydantic 1.10.15 pydantic_core 2.18.4 pydmd 1.0.0 pyerfa 2.0.1.4 pyfolio-reloaded 0.9.5 Pygments 2.18.0 pykalman 0.9.7 pylev 1.4.0 pyluach 2.2.0 pymannkendall 1.4.3 pymc 5.10.4 pymdptoolbox 4.0b3 pynndescent 0.5.12 pyod 2.0.0 Pyomo 6.7.1 pyparsing 3.1.2 pypdf 4.2.0 pyportfolioopt 1.5.5 pyre-extensions 0.0.30 pyro-api 0.1.2 pyro-ppl 1.9.0 pysimdjson 5.0.2 pyspnego 0.10.2 pystan 3.9.0 pytensor 2.18.6 pytest 8.2.1 python-dotenv 1.0.0 python-statemachine 2.1.2 pytorch-ignite 0.4.13 pytorch-lightning 1.9.5 pytorch-tabnet 4.1.0 pytz 2024.1 pyvinecopulib 0.6.5 pyviz_comms 3.0.2 PyWavelets 1.5.0 PyYAML 6.0.1 pyzmq 26.0.3 qdldl 0.1.7.post2 qiskit 1.0.2 qiskit-aer 0.14.2 qiskit-ibm-provider 0.11.0 qiskit-ibm-runtime 0.20.0 qtconsole 5.5.2 QtPy 2.4.1 quadprog 0.1.12 quantconnect-stubs 16467 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 regex 2024.5.15 requests-ntlm 1.2.0 requests-oauthlib 1.3.1 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 rsa 4.9 ruptures 1.1.9 rustworkx 0.14.2 safetensors 0.4.3 SALib 1.5.0 schemdraw 0.15 scikeras 0.13.0 scikit-base 0.7.8 scikit-image 0.22.0 scikit-learn 1.4.2 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.post2 sdeint 0.3.0 seaborn 0.13.2 semantic-version 2.10.0 Send2Trash 1.8.3 sentence-transformers 3.0.0 setuptools-scm 8.1.0 shap 0.45.0 Shimmy 1.3.0 simplejson 3.19.2 simpy 4.1.1 sklearn-json 0.1.0 sktime 0.26.0 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 sqlparse 0.5.0 srsly 2.4.8 stable_baselines3 2.3.2 stack-data 0.6.3 stanio 0.3.0 statsforecast 1.7.5 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 1.12.1 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 8.3.0 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-estimator 2.14.0 tensorflow-hub 0.16.1 tensorflow-io-gcs-filesystem 0.37.0 tensorflow-probability 0.24.0 tensorflow-ranking 0.5.3 tensorflow-serving-api 2.14.1 tensorflow-text 2.14.0 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 tf-keras 2.15.0 tf2jax 0.3.6 thinc 8.2.3 threadpoolctl 3.5.0 thundergbm 0.3.17 tifffile 2024.5.22 tiktoken 0.7.0 tinycss2 1.3.0 tokenizers 0.19.1 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 1.4.0.post0 torchvision 0.17.1 TPOT 0.12.2 tqdm 4.66.4 transformers 4.40.2 triad 0.9.6 triton 2.2.0 tsdownsample 0.1.3 tsfresh 0.20.2 tslearn 0.6.3 tweepy 4.14.0 typeguard 2.13.3 typer 0.9.4 typer-config 1.4.0 types-python-dateutil 2.9.0.20240316 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 utilsforecast 0.1.10 wasabi 1.1.3 wcwidth 0.2.13 weasel 0.3.4 webargs 8.4.0 webcolors 1.13 webencodings 0.5.1 websocket-client 1.8.0 websockets 12.0 Werkzeug 3.0.1 widgetsnbextension 4.0.11 window_ops 0.0.15 woodwork 0.31.0 wordcloud 1.9.3 wrapt 1.14.1 wurlitzer 3.1.0 x-transformers 1.30.4 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 2024.4.0 yarl 1.9.4 yellowbrick 1.5 yfinance 0.2.40 zict 3.0.0 zope.event 5.0 zope.interface 6.4.post2
Autogluon Environment
This environment is only available for Python.
The Autogluon environment provides the following libraries:
absl-py 2.1.0 accelerate 0.21.0 adagio 0.2.4 aesara 2.9.3 aiohttp 3.9.5 aiohttp-cors 0.7.0 aiosignal 1.3.1 aiosqlite 0.20.0 alibi-detect 0.12.0 aliyun-python-sdk-core 2.15.1 aliyun-python-sdk-kms 2.16.3 alphalens-reloaded 0.4.3 altair 5.2.0 aniso8601 9.0.1 annotated-types 0.7.0 antlr4-python3-runtime 4.9.3 anyio 4.4.0 appdirs 1.4.4 apricot-select 0.6.1 arch 6.3.0 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 arviz 0.18.0 astropy 6.0.0 astropy-iers-data 0.2024.6.3.0.31.14 asttokens 2.4.1 astunparse 1.6.3 async-generator 1.10 async-lru 2.0.4 Authlib 1.3.0 autogluon 1.1.0 autogluon.common 1.1.0 autogluon.core 1.1.0 autogluon.features 1.1.0 autogluon.multimodal 1.1.0 autogluon.tabular 1.1.0 autogluon.timeseries 1.1.0 autograd 1.6.2 autograd-gamma 0.5.0 autokeras 2.0.0 autoray 0.6.12 ax-platform 0.3.7 Babel 2.15.0 bayesian-optimization 1.4.3 beautifulsoup4 4.12.3 bleach 6.1.0 blis 0.7.11 blosc2 2.6.2 bokeh 3.3.4 boto3 1.34.118 botocore 1.34.118 botorch 0.10.0 Bottleneck 1.3.8 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 certipy 0.1.3 chardet 5.2.0 check-shapes 1.1.1 clarabel 0.9.0 click 8.1.7 clikit 0.6.2 cloudpathlib 0.16.0 cloudpickle 3.0.0 clr-loader 0.1.6 cmdstanpy 1.2.1 colorama 0.4.6 colorcet 3.1.0 coloredlogs 15.0.1 colorful 0.5.6 colorlog 6.8.2 colorlover 0.3.0 colour 0.1.5 comm 0.2.2 confection 0.1.5 cons 0.4.6 contourpy 1.2.0 control 0.9.4 copulae 0.7.9 copulas 0.10.1 coreforecast 0.0.9 cramjam 2.8.3 crashtest 0.3.1 crcmod 1.7 creme 0.6.1 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 2.17.0 dash-core-components 2.0.0 dash-cytoscape 1.0.1 dash-html-components 2.0.0 dash-table 5.0.0 dask 2024.3.1 dask-expr 1.0.5 dataclasses-json 0.6.6 datasets 2.17.1 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 distlib 0.3.8 distributed 2024.3.1 dm-tree 0.1.8 docker 7.1.0 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 0.5.10 en-core-web-md 3.7.1 en-core-web-sm 3.7.1 et-xmlfile 1.1.0 etuples 0.3.9 evaluate 0.4.2 exchange_calendars 4.5.4 executing 2.0.1 faiss-cpu 1.8.0 Farama-Notifications 0.0.4 fastai 2.7.14 fastai2 0.0.30 fastcore 1.5.43 fastdownload 0.0.7 fasteners 0.19 fastjsonschema 2.19.1 fastparquet 2024.2.0 fastprogress 1.0.3 fasttext 0.9.2 feature-engine 1.6.2 featuretools 1.30.0 filelock 3.14.0 findiff 0.10.0 FixedEffectModel 0.0.5 FlagEmbedding 1.2.10 FLAML 2.1.2 Flask 3.0.3 flatbuffers 24.3.25 fonttools 4.53.0 formulaic 1.0.1 fqdn 1.5.1 frozendict 2.4.4 frozenlist 1.4.1 fs 2.4.16 fsspec 2023.10.0 fugue 0.9.0 functime 0.9.5 future 1.0.0 fuzzy-c-means 1.7.2 gast 0.5.4 gdown 5.2.0 gensim 4.3.2 gevent 24.2.1 gitdb 4.0.11 GitPython 3.1.43 gluonts 0.14.3 google-api-core 2.19.0 google-auth 2.29.0 google-pasta 0.2.0 googleapis-common-protos 1.63.1 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 grpcio 1.64.1 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 3.11.0 hmmlearn 0.3.2 holidays 0.50 holoviews 1.18.3 homebase 1.0.1 hopcroftkarp 1.2.5 html5lib 1.1 httpcore 1.0.5 httpstan 4.12.0 httpx 0.27.0 huggingface-hub 0.23.2 humanfriendly 10.0 hurst 0.0.5 hvplot 0.9.2 hydra-core 1.3.0 hyperopt 0.2.7 ibm-cloud-sdk-core 3.20.1 ibm-platform-services 0.53.7 iisignature 0.24 ijson 3.2.3 imageio 2.34.1 imbalanced-learn 0.12.0 immutabledict 4.2.0 iniconfig 2.0.0 injector 0.21.0 interface-meta 1.3.0 interpret 0.5.1 interpret-core 0.5.1 ipykernel 6.29.4 ipython 8.25.0 ipywidgets 8.1.2 isoduration 20.11.0 itsdangerous 2.2.0 jax 0.4.25 jax-jumpy 1.0.0 jaxlib 0.4.25 jaxtyping 0.2.29 jedi 0.19.1 jmespath 0.10.0 joblib 1.3.2 json5 0.9.25 jsonpatch 1.33 jsonpath-ng 1.6.1 jsonpointer 2.1 jupyter 1.0.0 jupyter-console 6.6.3 jupyter-events 0.10.0 jupyter-lsp 2.2.5 jupyter-resource-usage 1.0.2 jupyter_ai 2.12.0 jupyter_ai_magics 2.16.0 jupyter_bokeh 4.0.0 jupyter_client 8.6.2 jupyter_core 5.7.2 jupyter_server 2.14.1 jupyter_server_terminals 0.5.3 jupyterlab 4.1.5 jupyterlab_pygments 0.3.0 jupyterlab_server 2.27.2 jupyterlab_widgets 3.0.11 kagglehub 0.2.5 kaleido 0.2.1 keras 3.3.3 keras-core 0.1.7 keras-nlp 0.12.1 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 0.0.38 langchain-core 0.1.52 langchain-text-splitters 0.0.2 langcodes 3.4.0 langsmith 0.1.67 language_data 1.2.0 lark 1.1.9 lazy_loader 0.4 lazypredict-nightly 0.3.0 libclang 18.1.1 lifelines 0.28.0 lightgbm 4.3.0 lightning 2.1.4 lightning-utilities 0.11.2 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 0.1.12 llama-index-core 0.10.43 llama-index-embeddings-openai 0.1.10 llama-index-indices-managed-llama-cloud 0.1.6 llama-index-legacy 0.9.48 llama-index-llms-openai 0.1.22 llama-index-multi-modal-llms-openai 0.1.6 llama-index-program-openai 0.1.6 llama-index-question-gen-openai 0.1.3 llama-index-readers-file 0.1.23 llama-index-readers-llama-parse 0.1.4 llama-parse 0.4.4 llamaindex-py-client 0.1.19 llvmlite 0.42.0 locket 1.0.0 logical-unification 0.4.6 lxml 5.1.0 lz4 4.3.3 mamba-ssm 1.2.0.post1 MAPIE 0.8.3 marisa-trie 1.1.1 Markdown 3.6 markdown-it-py 3.0.0 marshmallow 3.21.2 matplotlib 3.7.5 matplotlib-inline 0.1.7 mdit-py-plugins 0.4.1 mdurl 0.1.2 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 0.10.0 mljar-supervised 1.1.6 mlxtend 0.23.1 mmh3 2.5.1 model-index 0.1.11 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 0.0.8 nbclient 0.10.0 nbconvert 7.16.4 nbformat 5.10.4 ndindex 1.8 nest-asyncio 1.6.0 networkx 3.3 neural-tangents 0.6.5 neuralprophet 0.8.0 nfoursid 1.0.1 ngboost 0.5.1 ninja 1.11.1.1 nlpaug 1.1.11 nltk 3.8.1 nolds 0.5.2 nose 1.3.7 notebook 7.1.3 notebook_shim 0.2.4 nptyping 2.4.1 numba 0.59.0 numerapi 2.18.0 numexpr 2.10.0 numpy 1.26.4 nvidia-cublas-cu12 12.5.2.13 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-ml-py3 7.352.0 nvidia-nccl-cu12 2.18.1 nvidia-nvjitlink-cu12 12.5.40 nvidia-nvtx-cu12 12.1.105 omegaconf 2.2.3 onnx 1.16.1 onnxruntime 1.18.0 openai 1.30.4 opencensus 0.11.4 opencensus-context 0.1.3 opencv-contrib-python-headless 4.9.0.80 opencv-python 4.10.0.82 opendatalab 0.0.10 openmim 0.3.9 openpyxl 3.1.2 openxlab 0.1.0 opt-einsum 3.3.0 optimum 1.18.1 optree 0.11.0 optuna 3.5.0 ordered-set 4.1.0 orjson 3.10.3 ortools 9.9.3963 osqp 0.6.7 oss2 2.17.0 overrides 7.7.0 packaging 24.0 pandas 2.1.4 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 0.8.4 partd 1.4.2 pastel 0.2.1 pathos 0.3.2 patsy 0.5.6 pbr 6.0.0 pdf2image 1.17.0 peewee 3.17.3 peft 0.11.1 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 10.3.0 pingouin 0.5.4 plotly 5.20.0 plotly-resampler 0.10.0 plucky 0.4.3 pluggy 1.5.0 ply 3.11 pmdarima 2.0.4 polars 0.20.15 pomegranate 1.0.4 POT 0.9.3 pox 0.3.4 ppft 1.7.6.8 pprofile 2.1.0 preshed 3.0.9 prompt_toolkit 3.0.45 prophet 1.1.5 proto-plus 1.23.0 protobuf 4.25.3 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-spy 0.3.14 py-vollib 1.0.1 py4j 0.10.9.7 pyaml 24.4.0 pyarrow 15.0.1 pyarrow-hotfix 0.6 pyasn1 0.6.0 pyasn1_modules 0.4.0 pybind11 2.12.0 pycaret 3.3.2 pycparser 2.20 pycryptodome 3.20.0 pydantic 2.7.3 pydantic_core 2.18.4 pydmd 1.0.0 pyerfa 2.0.1.4 pyfolio-reloaded 0.9.5 Pygments 2.18.0 pykalman 0.9.7 pylev 1.4.0 pyluach 2.2.0 pymannkendall 1.4.3 pymc 5.10.4 pymdptoolbox 4.0b3 pynndescent 0.5.12 pyod 2.0.0 Pyomo 6.7.1 pyparsing 3.1.2 pypdf 4.2.0 pyportfolioopt 1.5.5 pyre-extensions 0.0.30 pyro-api 0.1.2 pyro-ppl 1.9.0 pysimdjson 5.0.2 pyspnego 0.10.2 pystan 3.9.0 pytensor 2.18.6 pytesseract 0.3.10 pytest 8.2.1 python-dotenv 1.0.0 python-statemachine 2.1.2 pytorch-ignite 0.4.13 pytorch-lightning 2.1.4 pytorch-metric-learning 2.3.0 pytorch-tabnet 4.1.0 pytz 2023.4 pyvinecopulib 0.6.5 pyviz_comms 3.0.2 PyWavelets 1.5.0 PyYAML 6.0.1 pyzmq 26.0.3 qdldl 0.1.7.post2 qiskit 1.0.2 qiskit-aer 0.14.2 qiskit-ibm-provider 0.11.0 qiskit-ibm-runtime 0.20.0 qtconsole 5.5.2 QtPy 2.4.1 quadprog 0.1.12 quantconnect-stubs 16467 quantecon 0.7.2 QuantLib 1.33 QuantStats 0.0.62 querystring-parser 1.2.4 rauth 0.7.3 ray 2.10.0 Rbeast 0.1.19 rectangle-packer 2.0.2 regex 2024.5.15 requests 2.28.2 requests-ntlm 1.2.0 requests-oauthlib 1.3.1 retrying 1.3.4 rfc3339-validator 0.1.4 rfc3986-validator 0.1.1 rich 13.4.2 ripser 0.6.8 Riskfolio-Lib 6.0.0 riskparityportfolio 0.5.1 river 0.21.0 rsa 4.9 ruptures 1.1.9 rustworkx 0.14.2 s3transfer 0.10.1 safetensors 0.4.3 SALib 1.5.0 schemdraw 0.15 scikeras 0.13.0 scikit-base 0.7.8 scikit-image 0.20.0 scikit-learn 1.4.0 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.post2 sdeint 0.3.0 seaborn 0.13.2 semantic-version 2.10.0 Send2Trash 1.8.3 sentence-transformers 3.0.0 sentencepiece 0.2.0 seqeval 1.2.2 setuptools-scm 8.1.0 shap 0.45.0 Shimmy 1.3.0 simplejson 3.19.2 simpy 4.1.1 sklearn-json 0.1.0 sktime 0.26.0 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 sqlparse 0.5.0 srsly 2.4.8 stable_baselines3 2.3.2 stack-data 0.6.3 stanio 0.3.0 statsforecast 1.4.0 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 1.12.1 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 8.3.0 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 0.37.0 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 text-unidecode 1.3 tf2jax 0.3.6 tf_keras 2.16.0 thinc 8.2.3 threadpoolctl 3.5.0 thundergbm 0.3.17 tifffile 2024.5.22 tiktoken 0.7.0 timm 0.9.16 tinycss2 1.3.0 tokenizers 0.15.2 toml 0.10.2 toolz 0.12.1 torch 2.1.2 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 1.2.1 torchvision 0.16.2 TPOT 0.12.2 tqdm 4.65.2 transformers 4.38.2 triad 0.9.6 triton 2.1.0 tsdownsample 0.1.3 tsfresh 0.20.2 tslearn 0.6.3 tweepy 4.14.0 typeguard 2.13.3 typer 0.9.4 typer-config 1.4.0 types-python-dateutil 2.9.0.20240316 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 1.26.18 utilsforecast 0.0.10 virtualenv 20.26.2 wasabi 1.1.3 wcwidth 0.2.13 weasel 0.3.4 webargs 8.4.0 webcolors 1.13 webencodings 0.5.1 websocket-client 1.8.0 websockets 12.0 Werkzeug 3.0.1 widgetsnbextension 4.0.11 window_ops 0.0.15 woodwork 0.31.0 wordcloud 1.9.3 wrapt 1.16.0 wurlitzer 3.1.0 x-transformers 1.30.4 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 2024.4.0 yarl 1.9.4 yellowbrick 1.5 yfinance 0.2.40 zict 3.0.0 zope.event 5.0 zope.interface 6.4.post2
Request New Libraries
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.