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GitHub / EthanJamesLew / koopmania

a little library to help me with things involving Koopman operators

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EthanJamesLew%2Fkoopmania

Stars: 4
Forks: 2
Open Issues: 0

License: bsd-3-clause
Language: Python
Repo Size: 168 KB
Dependencies: 340

Created: over 2 years ago
Updated: over 1 year ago
Last pushed: over 2 years ago
Last synced: over 1 year ago

Topics: data-driven-model, dmd, dynamic-mode-decomposition, dynamical-systems, kernel-methods, koopman, koopman-operators

Files

Readme

Dependencies

conda_requirements.txt pypi

absl-py =0.14.1=pypi_0
appnope =0.1.2=py39hecd8cb5_1001
argon2-cffi =20.1.0=py39h9ed2024_1
astunparse =1.6.3=pypi_0
async_generator =1.10=pyhd3eb1b0_0
attr =0.3.1=pypi_0
attrs =21.2.0=pyhd3eb1b0_0
backcall =0.2.0=pyhd3eb1b0_0
bleach =4.0.0=pyhd3eb1b0_0
blessings =1.7=pypi_0
bpython =0.21=pypi_0
ca-certificates =2021.7.5=hecd8cb5_1
cachetools =4.2.4=pypi_0
certifi =2021.5.30=py39hecd8cb5_0
cffi =1.14.6=py39h2125817_0
charset-normalizer =2.0.4=pypi_0
clang =5.0=pypi_0
coverage =5.5=py39h9ed2024_2
curtsies =0.3.5=pypi_0
cwcwidth =0.1.4=pypi_0
cycler =0.10.0=pypi_0
cyphypy =pre
cython =0.29.24=pypi_0
d6tcollect =1.0.5=pypi_0
d6tflow =0.2.4=pypi_0
data-science-types =0.2.23=pypi_0
debugpy =1.4.1=py39h23ab428_0
decorator =5.0.9=pyhd3eb1b0_0
defusedxml =0.7.1=pyhd3eb1b0_0
docutils =0.17.1=pypi_0
entrypoints =0.3=py39hecd8cb5_0
flatbuffers =1.12=pypi_0
gast =0.4.0=pypi_0
google-auth =1.35.0=pypi_0
google-auth-oauthlib =0.4.6=pypi_0
google-pasta =0.2.0=pypi_0
gpy =1.10.0=pypi_0
greenlet =1.1.1=pypi_0
grpcio =1.41.0=pypi_0
h5py =3.1.0=pypi_0
idna =3.2=pypi_0
imbalanced-learn =0.8.0=pypi_0
imblearn =0.0=pypi_0
importlib-metadata =4.6.4=py39hecd8cb5_0
importlib_metadata =4.6.4=hd3eb1b0_0
iniconfig =1.1.1=pypi_0
ipykernel =6.2.0=py39hecd8cb5_1
ipython =7.26.0=py39h01d92e1_0
ipython_genutils =0.2.0=pyhd3eb1b0_1
ipywidgets =7.6.5=pypi_0
jedi =0.18.0=py39hecd8cb5_1
jinja2 =3.0.1=pyhd3eb1b0_0
joblib =1.1.0=pypi_0
jsonschema =3.2.0=pyhd3eb1b0_2
jupyter =1.0.0=pypi_0
jupyter-console =6.4.0=pypi_0
jupyter_client =7.0.1=pyhd3eb1b0_0
jupyter_core =4.7.1=py39hecd8cb5_0
jupyterlab-widgets =1.0.2=pypi_0
jupyterlab_pygments =0.1.2=py_0
keras =2.6.0=pypi_0
keras-preprocessing =1.1.2=pypi_0
kiwisolver =1.3.1=pypi_0
libcxx =12.0.0=h2f01273_0
libffi =3.3=hb1e8313_2
libsodium =1.0.18=h1de35cc_0
llvmlite =0.36.0=pypi_0
lockfile =0.12.2=pypi_0
luigi =3.0.3=pypi_0
markdown =3.3.4=pypi_0
markupsafe =2.0.1=py39h9ed2024_0
marshmallow =3.10.0=pypi_0
marshmallow-enum =1.5.1=pypi_0
matplotlib =3.4.2=pypi_0
matplotlib-inline =0.1.2=pyhd3eb1b0_2
mistune =0.8.4=py39h9ed2024_1000
mpmath =1.2.1=pypi_0
mypy =0.910=pypi_0
mypy-extensions =0.4.3=pypi_0
nb_conda_kernels =2.3.1=py39h6e9494a_0
nbclient =0.5.3=pyhd3eb1b0_0
nbconvert =6.1.0=py39hecd8cb5_0
nbformat =5.1.3=pyhd3eb1b0_0
ncurses =6.2=h0a44026_1
nest-asyncio =1.5.1=pyhd3eb1b0_0
notebook =6.4.4=pyha770c72_0
numba =0.53.1=pypi_0
numpy =1.19.5=pypi_0
oauthlib =3.1.1=pypi_0
onnxruntime =1.7.0=pypi_0
openssl =1.1.1l=h9ed2024_0
opt-einsum =3.3.0=pypi_0
packaging =21.0=pyhd3eb1b0_0
pandas =1.3.3=pypi_0
pandocfilters =1.4.3=py39hecd8cb5_1
paramz =0.9.5=pypi_0
parso =0.8.2=pyhd3eb1b0_0
pexpect =4.8.0=pyhd3eb1b0_3
pickleshare =0.7.5=pyhd3eb1b0_1003
pillow =8.1.2=pypi_0
pint =0.17=pypi_0
pip =21.2.4=py37hecd8cb5_0
pluggy =0.13.1=pypi_0
prometheus_client =0.11.0=pyhd3eb1b0_0
prompt-toolkit =3.0.17=pyhca03da5_0
protobuf =3.17.3=pypi_0
ptyprocess =0.7.0=pyhd3eb1b0_2
py =1.10.0=pypi_0
pyarrow =4.0.0=pypi_0
pyasn1 =0.4.8=pypi_0
pyasn1-modules =0.2.8=pypi_0
pycparser =2.20=py_2
pydantic =1.8.1=pypi_0
pydot =1.4.1=pypi_0
pygments =2.10.0=pyhd3eb1b0_0
pyparsing =2.4.7=pyhd3eb1b0_0
pyrsistent =0.18.0=py39h9ed2024_0
pytest =6.3.0.dev353
python =3.9.2=h88f2d9e_0
python-daemon =2.3.0=pypi_0
python-dateutil =2.8.2=pyhd3eb1b0_0
python-graphviz =0.16=pypi_0
python_abi =3.9=2_cp39
pytz =2021.3=pypi_0
pyxdg =0.27=pypi_0
pyyaml =5.4.1=pypi_0
pyzmq =22.2.1=py39h23ab428_1
qtconsole =5.1.1=pypi_0
qtpy =1.11.1=pypi_0
readline =8.1=h9ed2024_0
requests =2.26.0=pypi_0
requests-oauthlib =1.3.0=pypi_0
rsa =4.7.2=pypi_0
scikit-learn =1.0=pypi_0
scipy =1.7.1=pypi_0
seaborn =0.11.1=pypi_0
send2trash =1.5.0=pyhd3eb1b0_1
setuptools =52.0.0=py39hecd8cb5_0
six =1.15.0=pypi_0
sklearn =0.0=pypi_0
sqlite =3.36.0=hce871da_0
stringcase =1.2.0=pypi_0
swiglpk =5.0.3=pypi_0
sympy =1.9rc1=pypi_0
tabulate =0.8.9=pypi_0
tenacity =6.3.1=pypi_0
tensorboard =2.6.0=pypi_0
tensorboard-data-server =0.6.1=pypi_0
tensorboard-plugin-wit =1.8.0=pypi_0
tensorflow =2.6.0=pypi_0
tensorflow-estimator =2.6.0=pypi_0
terminado =0.9.4=py39hecd8cb5_0
testpath =0.5.0=pyhd3eb1b0_0
threadpoolctl =3.0.0=pypi_0
tk =8.6.10=hb0a8c7a_0
toml =0.10.2=pypi_0
tornado =6.1=py39h9ed2024_0
tqdm =4.62.2=pypi_0
traitlets =5.0.5=pyhd3eb1b0_0
typed-ast =1.4.2=pypi_0
types-setuptools =57.0.2=pypi_0
types-toml =0.1.5=pypi_0
typing-extensions =3.7.4.3=pypi_0
typing-inspect =0.6.0=pypi_0
tzdata =2021a=h5d7bf9c_0
urllib3 =1.26.6=pypi_0
wcwidth =0.2.5=pyhd3eb1b0_0
webencodings =0.5.1=py39hecd8cb5_1
werkzeug =2.0.2=pypi_0
wheel =0.37.0=pyhd3eb1b0_1
widgetsnbextension =3.5.1=pypi_0
wrapt =1.12.1=pypi_0
xz =5.2.5=h1de35cc_0
zeromq =4.3.4=h23ab428_0
zipp =3.5.0=pyhd3eb1b0_0
zlib =1.2.11=h1de35cc_3

requirements.txt pypi

Cython ==0.29.24
GPy ==1.10.0
Jinja2 ==3.0.1
Keras-Preprocessing ==1.1.2
Markdown ==3.3.4
MarkupSafe ==2.0.1
Pillow ==8.1.2
Pint ==0.17
PyYAML ==5.4.1
Pygments ==2.10.0
QtPy ==1.11.1
Send2Trash ==1.5.0
Werkzeug ==2.0.2
absl-py ==0.14.1
appnope ==0.1.2
argon2-cffi ==20.1.0
astunparse ==1.6.3
async-generator ==1.10
attr ==0.3.1
attrs ==21.2.0
backcall ==0.2.0
bleach ==4.0.0
blessings ==1.7
bpython ==0.21
cachetools ==4.2.4
certifi ==2021.5.30
cffi ==1.14.6
charset-normalizer ==2.0.4
clang ==5.0
coverage ==5.5
curtsies ==0.3.5
cwcwidth ==0.1.4
cycler ==0.10.0
cyphypy ==pre
d6tcollect ==1.0.5
d6tflow ==0.2.4
data-science-types ==0.2.23
debugpy ==1.4.1
decorator ==5.0.9
defusedxml ==0.7.1
docutils ==0.17.1
entrypoints ==0.3
ffmpeg ==1.4
flatbuffers ==1.12
gast ==0.4.0
google-auth ==1.35.0
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
graphviz ==0.16
greenlet ==1.1.1
grpcio ==1.41.0
h5py ==3.1.0
hylaa ==2.0
idna ==3.2
imbalanced-learn ==0.8.0
imblearn ==0.0
importlib-metadata ==4.6.4
iniconfig ==1.1.1
ipykernel ==6.2.0
ipython ==7.26.0
ipython-genutils ==0.2.0
ipywidgets ==7.6.5
jedi ==0.18.0
joblib ==1.1.0
jsonschema ==3.2.0
jupyter ==1.0.0
jupyter-client ==7.0.1
jupyter-console ==6.4.0
jupyter-core ==4.7.1
jupyterlab-pygments ==0.1.2
jupyterlab-widgets ==1.0.2
keras ==2.6.0
kiwisolver ==1.3.1
llvmlite ==0.36.0
lockfile ==0.12.2
luigi ==3.0.3
marshmallow ==3.10.0
marshmallow-enum ==1.5.1
matplotlib ==3.4.2
matplotlib-inline ==0.1.2
mistune ==0.8.4
mpmath ==1.2.1
mypy ==0.910
mypy-extensions ==0.4.3
nb-conda-kernels ==2.3.1
nbclient ==0.5.3
nbconvert ==6.1.0
nbformat ==5.1.3
nest-asyncio ==1.5.1
notebook ==6.4.4
numba ==0.53.1
numpy ==1.19.5
oauthlib ==3.1.1
onnxruntime ==1.7.0
opt-einsum ==3.3.0
packaging ==21.0
pandas ==1.3.3
pandocfilters ==1.4.3
paramz ==0.9.5
parso ==0.8.2
pexpect ==4.8.0
pickleshare ==0.7.5
pip ==21.2.4
pluggy ==0.13.1
prometheus-client ==0.11.0
prompt-toolkit ==3.0.17
protobuf ==3.17.3
ptyprocess ==0.7.0
py ==1.10.0
pyarrow ==4.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pycparser ==2.20
pydantic ==1.8.1
pydot ==1.4.1
pyparsing ==2.4.7
pyrsistent ==0.18.0
pytest ==6.3.0.dev353
python-daemon ==2.3.0
python-dateutil ==2.8.2
pytz ==2021.3
pyxdg ==0.27
pyzmq ==22.2.1
qtconsole ==5.1.1
requests ==2.26.0
requests-oauthlib ==1.3.0
rsa ==4.7.2
scikit-learn ==1.0
scipy ==1.7.1
seaborn ==0.11.1
setuptools ==52.0.0.post20210125
six ==1.15.0
sklearn ==0.0
stringcase ==1.2.0
swiglpk ==5.0.3
sympy ==1.9rc1
tabulate ==0.8.9
tenacity ==6.3.1
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.6.0
tensorflow-estimator ==2.6.0
termcolor ==1.1.0
terminado ==0.9.4
testpath ==0.5.0
threadpoolctl ==3.0.0
tml ==pre
toml ==0.10.2
tornado ==6.1
tqdm ==4.62.2
traitlets ==5.0.5
typed-ast ==1.4.2
types-setuptools ==57.0.2
types-toml ==0.1.5
typing-extensions ==3.7.4.3
typing-inspect ==0.6.0
urllib3 ==1.26.6
wcwidth ==0.2.5
webencodings ==0.5.1
wheel ==0.37.0
widgetsnbextension ==3.5.1
wrapt ==1.12.1
zipp ==3.5.0