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GitHub / BrunoCavag / TimeSeries_Learning

In this repo, will explore multiple algorithms, packages and approaches to tackle time series forecasting.

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

Stars: 0
Forks: 0
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 23.9 MB
Dependencies: 173

Created: over 1 year ago
Updated: 10 months ago
Last pushed: 10 months ago
Last synced: 10 months ago

Files

Readme

Dependencies

requirements.txt pypi

Cython ==0.29.32
Jinja2 ==3.1.2
LunarCalendar ==0.0.9
Markdown ==3.4.1
MarkupSafe ==2.1.2
Pillow ==9.3.0
PyMeeus ==0.5.11
PyYAML ==6.0
Pygments ==2.13.0
SQLAlchemy ==2.0.4
Werkzeug ==2.2.3
XlsxWriter ==3.0.6
absl-py ==1.4.0
adagio ==0.2.4
aiohttp ==3.8.3
aiosignal ==1.3.1
antlr4-python3-runtime ==4.11.1
appdirs ==1.4.4
asttokens ==2.2.1
astunparse ==1.6.3
async-timeout ==4.0.2
attrs ==22.2.0
backcall ==0.2.0
cachetools ==5.3.0
catboost ==1.1.1
celluloid ==0.2.0
certifi ==2022.12.7
charset-normalizer ==2.1.1
cloudpickle ==2.2.0
cmdstanpy ==1.0.8
comm ==0.1.2
contourpy ==1.0.6
convertdate ==2.4.0
cycler ==0.11.0
darts ==0.23.0
debugpy ==1.6.4
decorator ==5.1.1
entrypoints ==0.4
ephem ==4.1.3
executing ==1.2.0
fastjsonschema ==2.16.2
featexp ==0.0.7
flatbuffers ==23.3.3
fonttools ==4.38.0
frozenlist ==1.3.3
fs ==2.4.16
fsspec ==2022.11.0
fugue ==0.8.1
fugue-sql-antlr ==0.1.5
gast ==0.4.0
google-auth ==2.16.2
google-auth-oauthlib ==0.4.6
google-pasta ==0.2.0
graphviz ==0.20.1
greenlet ==2.0.2
grpcio ==1.51.3
h5py ==3.8.0
hierarchicalforecast ==0.2.1
hijri-converter ==2.2.4
holidays ==0.17.2
idna ==3.4
importlib-metadata ==5.1.0
importlib-resources ==5.10.2
ipykernel ==6.19.2
ipython ==8.7.0
ipywidgets ==8.0.4
jedi ==0.18.2
joblib ==1.2.0
jsonschema ==4.17.3
jupyter_client ==7.4.8
jupyter_core ==5.1.0
jupyterlab-widgets ==3.0.5
keras ==2.11.0
kiwisolver ==1.4.4
korean-lunar-calendar ==0.3.1
libclang ==15.0.6.1
lightgbm ==3.3.3
lightning-utilities ==0.5.0
llvmlite ==0.39.1
matplotlib ==3.6.2
matplotlib-inline ==0.1.6
mlforecast ==0.6.0
multidict ==6.0.4
nbformat ==5.7.1
nest-asyncio ==1.5.6
nfoursid ==1.0.1
numba ==0.56.4
numpy ==1.23.5
nvidia-cublas-cu11 ==11.10.3.66
nvidia-cuda-nvrtc-cu11 ==11.7.99
nvidia-cuda-runtime-cu11 ==11.7.99
nvidia-cudnn-cu11 ==8.5.0.96
oauthlib ==3.2.2
opt-einsum ==3.3.0
packaging ==22.0
pandas ==1.5.2
parfit ==0.220
parso ==0.8.3
patsy ==0.5.3
pexpect ==4.8.0
pickleshare ==0.7.5
pkgutil_resolve_name ==1.3.10
platformdirs ==2.6.0
plotly ==5.11.0
pmdarima ==2.0.2
prompt-toolkit ==3.0.36
prophet ==1.1.1
protobuf ==3.19.6
psutil ==5.9.4
ptyprocess ==0.7.0
pure-eval ==0.2.2
pyarrow ==11.0.0
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
pydotplus ==2.0.2
pyod ==1.0.7
pyparsing ==3.0.9
pyrsistent ==0.19.3
python-dateutil ==2.8.2
pytorch-lightning ==1.8.6
pytz ==2022.6
pyzmq ==24.0.1
qpd ==0.4.0
quadprog ==0.1.11
requests ==2.28.1
requests-oauthlib ==1.3.1
rsa ==4.9
scikit-learn ==1.2.0
scipy ==1.9.3
seaborn ==0.12.1
setuptools-git ==1.2
shap ==0.41.0
simdkalman ==1.0.2
six ==1.16.0
sklearn ==0.0.post1
slicer ==0.0.7
sqlglot ==11.3.0
stack-data ==0.6.2
statsforecast ==1.4.0
statsmodels ==0.13.5
stumpy ==1.11.1
supersmoother ==0.4
tbats ==1.1.2
tenacity ==8.1.0
tensorboard ==2.11.2
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorboardX ==2.5.1
tensorflow-cpu ==2.11.0
tensorflow-estimator ==2.11.0
tensorflow-io-gcs-filesystem ==0.31.0
termcolor ==2.2.0
threadpoolctl ==3.1.0
torch ==1.13.1
torchmetrics ==0.11.0
tornado ==6.2
tqdm ==4.64.1
traitlets ==5.7.0
triad ==0.8.2
tsmoothie ==1.0.4
tspiral ==0.1.5
typing_extensions ==4.4.0
u8darts ==0.22.0
urllib3 ==1.26.13
wcwidth ==0.2.5
widgetsnbextension ==4.0.5
window-ops ==0.0.13
wrapt ==1.15.0
xarray ==2022.12.0
xgbfir ==0.3.1
xgboost ==1.7.3
yarl ==1.8.2
zipp ==3.11.0