TCN,transformer,LSTNet,DeepAR,LSTM五种航迹预测算法数据集及代码
资源内容介绍
基于经典AIS数据集进行预测，包含优化，回测等功能 anyio @ file:///home/conda/feedstock_root/build_artifacts/anyio_1717693030552/workargon2-cffi @ file:///home/conda/feedstock_root/build_artifacts/argon2-cffi_1692818318753/workargon2-cffi-bindings @ file:///D:/bld/argon2-cffi-bindings_1695386877556/workarrow @ file:///home/conda/feedstock_root/build_artifacts/arrow_1696128962909/workastor==0.8.1asttokens @ file:///home/conda/feedstock_root/build_artifacts/asttokens_1698341106958/workasync-lru @ file:///home/conda/feedstock_root/build_artifacts/async-lru_1690563019058/workattrs @ file:///home/conda/feedstock_root/build_artifacts/attrs_1704011227531/workBabel @ file:///home/conda/feedstock_root/build_artifacts/babel_1702422572539/workbeautifulsoup4 @ file:///home/conda/feedstock_root/build_artifacts/beautifulsoup4_1705564648255/workbleach @ file:///home/conda/feedstock_root/build_artifacts/bleach_1696630167146/workbranca @ file:///home/conda/feedstock_root/build_artifacts/branca_1714071803448/workBrotli @ file:///D:/bld/brotli-split_1695989908365/workcached-property @ file:///home/conda/feedstock_root/build_artifacts/cached_property_1615209429212/workcertifi @ file:///home/conda/feedstock_root/build_artifacts/certifi_1718025014955/work/certificffi @ file:///D:/bld/cffi_1696001739918/workcharset-normalizer @ file:///home/conda/feedstock_root/build_artifacts/charset-normalizer_1698833585322/workchinese-calendar==1.8.0cloudpickle==3.0.0colorama @ file:///home/conda/feedstock_root/build_artifacts/colorama_1666700638685/workcomm @ file:///home/conda/feedstock_root/build_artifacts/comm_1710320294760/workcommon==0.1.2contourpy==1.1.1cycler==0.12.1debugpy @ file:///D:/bld/debugpy_1707444604970/workdecorator @ file:///home/conda/feedstock_root/build_artifacts/decorator_1641555617451/workdefusedxml @ file:///home/conda/feedstock_root/build_artifacts/defusedxml_1615232257335/workentrypoints @ file:///home/conda/feedstock_root/build_artifacts/entrypoints_1643888246732/worket-xmlfile==1.1.0exceptiongroup @ file:///home/conda/feedstock_root/build_artifacts/exceptiongroup_1704921103267/workexecuting @ file:///home/conda/feedstock_root/build_artifacts/executing_1698579936712/workfastjsonschema @ file:///home/conda/feedstock_root/build_artifacts/python-fastjsonschema_1703780968325/work/distfolium @ file:///home/conda/feedstock_root/build_artifacts/folium_1709209270269/workfonttools==4.53.0fqdn @ file:///home/conda/feedstock_root/build_artifacts/fqdn_1638810296540/work/disth11 @ file:///home/conda/feedstock_root/build_artifacts/h11_1664132893548/workh2 @ file:///home/conda/feedstock_root/build_artifacts/h2_1634280454336/workhpack==4.0.0httpcore @ file:///home/conda/feedstock_root/build_artifacts/httpcore_1711596990900/workhttpx @ file:///home/conda/feedstock_root/build_artifacts/httpx_1708530890843/workhyperframe @ file:///home/conda/feedstock_root/build_artifacts/hyperframe_1619110129307/workidna @ file:///home/conda/feedstock_root/build_artifacts/idna_1713279365350/workimportlib_metadata @ file:///home/conda/feedstock_root/build_artifacts/importlib-metadata_1710971335535/workimportlib_resources @ file:///home/conda/feedstock_root/build_artifacts/importlib_resources_1711040877059/workipykernel @ file:///D:/bld/ipykernel_1717717683217/workipython @ file:///D:/bld/ipython_1701831845989/workipywidgets @ file:///home/conda/feedstock_root/build_artifacts/ipywidgets_1716897651763/workisoduration @ file:///home/conda/feedstock_root/build_artifacts/isoduration_1638811571363/work/distjedi @ file:///home/conda/feedstock_root/build_artifacts/jedi_1696326070614/workJinja2 @ file:///home/conda/feedstock_root/build_artifacts/jinja2_1715127149914/workjoblib==1.4.2json5 @ file:///home/conda/feedstock_root/build_artifacts/json5_1712986206667/workjsonpointer @ file:///D:/bld/jsonpointer_1718283513780/workjsonschema @ file:///home/conda/feedstock_root/build_artifacts/jsonschema-meta_1714573116818/workjsonschema-specifications @ file:///tmp/tmpkv1z7p57/srcjupyter @ file:///home/conda/feedstock_root/build_artifacts/jupyter_1696255489086/workjupyter-console @ file:///home/conda/feedstock_root/build_artifacts/jupyter_console_1678118109161/workjupyter-events @ file:///home/conda/feedstock_root/build_artifacts/jupyter_events_1710805637316/workjupyter-lsp @ file:///home/conda/feedstock_root/build_artifacts/jupyter-lsp-meta_1712707420468/work/jupyter-lspjupyter_client @ file:///home/conda/feedstock_root/build_artifacts/jupyter_client_1716472197302/workjupyter_core @ file:///D:/bld/jupyter_core_1710257377578/workjupyter_server @ file:///home/conda/feedstock_root/build_artifacts/jupyter_server_1717122053158/workjupyter_server_terminals @ file:///home/conda/feedstock_root/build_artifacts/jupyter_server_terminals_1710262634903/workjupyterlab @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_1718030272761/workjupyterlab_pygments @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_pygments_1707149102966/workjupyterlab_server @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_server-split_1716433953404/workjupyterlab_widgets @ file:///home/conda/feedstock_root/build_artifacts/jupyterlab_widgets_1716891641122/workkiwisolver==1.4.5llvmlite==0.39.1lxml==5.2.2MarkupSafe @ file:///D:/bld/markupsafe_1706900063757/workmatplotlib==3.6.3matplotlib-inline @ file:///home/conda/feedstock_root/build_artifacts/matplotlib-inline_1713250518406/workmistune @ file:///home/conda/feedstock_root/build_artifacts/mistune_1698947099619/workmore-itertools==10.3.0nbclient @ file:///home/conda/feedstock_root/build_artifacts/nbclient_1710317608672/worknbconvert @ file:///home/conda/feedstock_root/build_artifacts/nbconvert-meta_1718135430380/worknbformat @ file:///home/conda/feedstock_root/build_artifacts/nbformat_1712238998817/worknest_asyncio @ file:///home/conda/feedstock_root/build_artifacts/nest-asyncio_1705850609492/worknotebook @ file:///home/conda/feedstock_root/build_artifacts/notebook_1717767745914/worknotebook_shim @ file:///home/conda/feedstock_root/build_artifacts/notebook-shim_1707957777232/worknumba==0.56.4numpy==1.23.0openpyxl==3.1.5opt-einsum==3.3.0overrides @ file:///home/conda/feedstock_root/build_artifacts/overrides_1706394519472/workpackaging @ file:///home/conda/feedstock_root/build_artifacts/packaging_1718189413536/workpaddlepaddle==2.6.1paddlets==1.1.0pandas==1.3.5pandocfilters @ file:///home/conda/feedstock_root/build_artifacts/pandocfilters_1631603243851/workparso @ file:///home/conda/feedstock_root/build_artifacts/parso_1712320355065/workpatsy==0.5.6pickleshare @ file:///home/conda/feedstock_root/build_artifacts/pickleshare_1602536217715/workpillow==10.3.0pkgutil_resolve_name @ file:///home/conda/feedstock_root/build_artifacts/pkgutil-resolve-name_1694617248815/workplatformdirs @ file:///home/conda/feedstock_root/build_artifacts/platformdirs_1715777629804/workprometheus_client @ file:///home/conda/feedstock_root/build_artifacts/prometheus_client_1707932675456/workprompt_toolkit @ file:///home/conda/feedstock_root/build_artifacts/prompt-toolkit_1718047967974/workprotobuf==3.20.2psutil @ file:///D:/bld/psutil_1705722541723/workpure-eval @ file:///home/conda/feedstock_root/build_artifacts/pure_eval_1642875951954/workpycparser @ file:///home/conda/feedstock_root/build_artifacts/pycparser_1711811537435/workPygments @ file:///home/conda/feedstock_root/build_artifacts/pygments_1714846767233/workpyod==2.0.0pyparsing==3.1.2PySocks @ file:///D:/bld/pysocks_1661604991356/workpython-dateutil @ file:///home/conda/feedstock_root/build_artifacts/python-dateutil_1709299778482/workpython-docx==1.1.2python-json-logger @ file:///home/conda/feedstock_root/build_artifacts/python-json-logger_1677079630776/workpytz @ file:///home/conda/feedstock_root/build_artifacts/pytz_1706886791323/workPyWavelets==1.3.0pywin32==306p