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GitHub / katiana22 / latent-deeponet
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/katiana22%2Flatent-deeponet
Stars: 10
Forks: 2
Open Issues: 0
License: mit
Language: Python
Repo Size: 3.54 MB
Dependencies:
220
Created: over 1 year ago
Updated: 19 days ago
Last pushed: 19 days ago
Last synced: 19 days ago
Topics: deeponet, dimension-reduction, fluid-dynamics, latent-spaces, materials-science, neural-operators, partial-differential-equations, regression
Files
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Readme
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Dependencies
environment.yml
pypi
- absl-py ==1.2.0
- alabaster ==0.7.12
- applaunchservices ==0.3.0
- appnope ==0.1.3
- argon2-cffi ==21.3.0
- argon2-cffi-bindings ==21.2.0
- arrow ==1.2.3
- astroid ==2.12.9
- asttokens ==2.0.8
- astunparse ==1.6.3
- atomicwrites ==1.4.1
- attrs ==22.1.0
- autopep8 ==1.6.0
- babel ==2.10.3
- backcall ==0.2.0
- beautifulsoup4 ==4.11.1
- binaryornot ==0.4.4
- black ==22.8.0
- bleach ==5.0.1
- cachetools ==5.2.0
- certifi ==2022.6.15
- cffi ==1.15.1
- chardet ==5.0.0
- charset-normalizer ==2.1.1
- click ==8.1.3
- cloudpickle ==2.2.0
- cookiecutter ==2.1.1
- cycler ==0.11.0
- debugpy ==1.6.3
- decorator ==5.1.1
- defusedxml ==0.7.1
- diff-match-patch ==20200713
- dill ==0.3.5.1
- dm-tree ==0.1.7
- docutils ==0.19
- entrypoints ==0.4
- executing ==1.0.0
- fastjsonschema ==2.16.1
- flake8 ==4.0.1
- flatbuffers ==2.0.7
- fonttools ==4.37.1
- gast ==0.3.3
- google-auth ==2.11.0
- google-auth-oauthlib ==0.4.6
- google-pasta ==0.2.0
- grpcio ==1.32.0
- h5py ==2.10.0
- idna ==3.3
- imagesize ==1.4.1
- importlib-metadata ==4.12.0
- importlib-resources ==5.9.0
- inflection ==0.5.1
- intervaltree ==3.1.0
- ipykernel ==6.15.2
- ipython ==7.34.0
- ipython-genutils ==0.2.0
- ipywidgets ==8.0.2
- isort ==5.10.1
- jaraco-classes ==3.2.2
- jedi ==0.18.1
- jellyfish ==0.9.0
- jinja2 ==3.1.2
- jinja2-time ==0.2.0
- joblib ==1.1.0
- jsonschema ==4.15.0
- jupyter ==1.0.0
- jupyter-client ==7.3.5
- jupyter-console ==6.4.4
- jupyter-core ==4.11.1
- jupyterlab-pygments ==0.2.2
- jupyterlab-widgets ==3.0.3
- keras ==2.4.3
- keras-nightly ==2.11.0.dev2022091307
- keras-preprocessing ==1.1.2
- keyring ==23.9.1
- kiwisolver ==1.4.4
- lazy-object-proxy ==1.7.1
- libclang ==14.0.6
- lxml ==4.9.1
- markdown ==3.4.1
- markupsafe ==2.1.1
- matplotlib ==3.5.3
- matplotlib-inline ==0.1.6
- mccabe ==0.6.1
- mistune ==2.0.4
- more-itertools ==8.14.0
- mypy-extensions ==0.4.3
- nbclient ==0.6.7
- nbconvert ==7.0.0
- nbformat ==5.4.0
- nest-asyncio ==1.5.5
- notebook ==6.4.12
- numpy ==1.23.3
- numpydoc ==1.4.0
- oauthlib ==3.2.0
- opt-einsum ==3.3.0
- packaging ==21.3
- pandas ==1.4.4
- pandocfilters ==1.5.0
- parso ==0.8.3
- pathspec ==0.10.1
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pillow ==9.2.0
- pkgutil-resolve-name ==1.3.10
- platformdirs ==2.5.2
- pluggy ==1.0.0
- prometheus-client ==0.14.1
- prompt-toolkit ==3.0.31
- protobuf ==3.19.4
- psutil ==5.9.2
- ptyprocess ==0.7.0
- pure-eval ==0.2.2
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pycodestyle ==2.8.0
- pycparser ==2.21
- pydocstyle ==6.1.1
- pydot ==1.4.2
- pydotplus ==2.0.2
- pyflakes ==2.4.0
- pygments ==2.13.0
- pylint ==2.15.2
- pyls-spyder ==0.4.0
- pyobjc-core ==8.5
- pyobjc-framework-cocoa ==8.5
- pyobjc-framework-coreservices ==8.5
- pyobjc-framework-fsevents ==8.5
- pyparsing ==3.0.9
- pyqt5 ==5.15.7
- pyqt5-qt5 ==5.15.2
- pyqt5-sip ==12.11.0
- pyqtwebengine ==5.15.6
- pyqtwebengine-qt5 ==5.15.2
- pyrsistent ==0.18.1
- python-dateutil ==2.8.2
- python-graphviz ==0.20.1
- python-lsp-black ==1.2.1
- python-lsp-jsonrpc ==1.0.0
- python-lsp-server ==1.5.0
- python-slugify ==6.1.2
- pytoolconfig ==1.2.2
- pytz ==2022.2.1
- pyyaml ==6.0
- pyzmq ==23.2.1
- qdarkstyle ==3.0.3
- qstylizer ==0.2.2
- qtawesome ==1.1.1
- qtconsole ==5.3.2
- qtpy ==2.2.0
- requests ==2.28.1
- requests-oauthlib ==1.3.1
- rope ==1.3.0
- rsa ==4.9
- rtree ==1.0.0
- scikit-learn ==1.1.2
- scipy ==1.9.1
- seaborn ==0.12.0
- send2trash ==1.8.0
- six ==1.15.0
- snowballstemmer ==2.2.0
- sortedcontainers ==2.4.0
- soupsieve ==2.3.2.post1
- sphinx ==5.1.1
- sphinxcontrib-applehelp ==1.0.2
- sphinxcontrib-devhelp ==1.0.2
- sphinxcontrib-htmlhelp ==2.0.0
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.3
- sphinxcontrib-serializinghtml ==1.1.5
- spyder ==5.3.3
- spyder-kernels ==2.3.3
- stack-data ==0.5.0
- tb-nightly ==2.11.0a20220913
- tensorboard ==2.10.0
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.1
- tensorflow ==2.4.0
- tensorflow-estimator ==2.4.0
- tensorflow-io-gcs-filesystem ==0.27.0
- tensorflow-probability ==0.17.0
- termcolor ==1.1.0
- terminado ==0.15.0
- text-unidecode ==1.3
- textdistance ==4.4.0
- tf-estimator-nightly ==2.11.0.dev2022091308
- tf-nightly ==2.11.0.dev20220913
- threadpoolctl ==3.1.0
- three-merge ==0.1.1
- tinycss2 ==1.1.1
- toml ==0.10.2
- tomli ==2.0.1
- tomlkit ==0.11.4
- torch ==1.9.0
- tornado ==6.2
- tqdm ==4.64.1
- traitlets ==5.3.0
- typing-extensions ==4.3.0
- ujson ==5.4.0
- urllib3 ==1.26.12
- watchdog ==2.1.9
- wcwidth ==0.2.5
- webencodings ==0.5.1
- werkzeug ==2.2.2
- whatthepatch ==1.0.2
- widgetsnbextension ==4.0.3
- wrapt ==1.12.1
- wurlitzer ==3.0.2
- yapf ==0.32.0
- zipp ==3.8.1
requirements.txt
pypi
- keras ==2.4.3
- matplotlib *
- numpy *
- pandas *
- scikit-learn *
- seaborn *
- tensorflow ==2.4.0
- tf-nightly *
- torch ==1.9.0
- tqdm *