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GitHub / jroakes / ForecastGA
A Python tool to forecast Google Analytics data using several popular time series models.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jroakes%2FForecastGA
Stars: 42
Forks: 10
Open Issues: 1
License: mit
Language: Python
Repo Size: 342 KB
Dependencies:
139
Created: over 3 years ago
Updated: 20 days ago
Last pushed: over 1 year ago
Last synced: 9 days ago
Topics: box-cox, colab, prophet-model, trend
Files
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Readme
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Dependencies
- addressable *
- colorama *
- fbprophet *
- gluonts *
- google-api-core *
- google-api-python-client *
- google-auth *
- google-auth-httplib2 *
- holidays *
- httplib2 *
- inspect-it *
- keyring *
- lightgbm *
- matplotlib *
- mxnet *
- nbeats-pytorch *
- numpy *
- oauth2client *
- pandas *
- pmdarima *
- prettytable *
- pystan *
- python-dateutil *
- pyyaml *
- requests *
- rsa *
- scikit-learn *
- scipy *
- seasonal *
- sklearn *
- snakify *
- statsmodels *
- tbats *
- torch *
- tqdm *
- tsfresh *
- werkzeug *
requirements.txt
pypi
- addressable ==1.4.2
- cachetools ==4.2.0
- certifi ==2020.12.5
- cffi ==1.14.4
- chardet ==4.0.0
- click ==7.1.2
- cloudpickle ==1.6.0
- cmdstanpy ==0.9.5
- colorama ==0.4.4
- contextvars ==2.4
- convertdate ==2.2.0
- cryptography ==3.3.1
- cycler ==0.10.0
- cython ==0.29.17
- dask ==2020.12.0
- dataclasses ==0.8
- distributed ==2020.12.0
- docopt ==0.6.2
- ephem ==3.7.7.1
- fbprophet ==0.7.1
- fsspec ==0.8.5
- gluonts ==0.6.4
- google-api-core ==1.24.1
- google-api-python-client ==1.12.8
- google-auth ==1.24.0
- google-auth-httplib2 ==0.0.4
- googleapis-common-protos ==1.52.0
- graphviz ==0.8.4
- heapdict ==1.0.1
- holidays ==0.10.4
- httplib2 ==0.18.1
- idna ==2.10
- immutables ==0.14
- importlib-metadata ==3.3.0
- inspect-it ==0.3.2
- jeepney ==0.6.0
- jinja2 ==2.11.2
- joblib ==1.0.0
- keyring ==21.8.0
- kiwisolver ==1.3.1
- korean-lunar-calendar ==0.2.1
- lightgbm ==3.1.1
- locket ==0.2.0
- lunarcalendar ==0.0.9
- markupsafe ==1.1.1
- matplotlib ==3.2.2
- msgpack ==1.0.2
- mxnet ==1.7.0.post1
- nbeats-pytorch ==1.3.1
- num2words ==0.5.10
- numpy ==1.19.3
- oauth2client ==4.1.3
- pandas ==1.0.5
- partd ==1.1.0
- patsy ==0.5.1
- pillow ==8.0.1
- pmdarima ==1.8.0
- prettytable ==2.0.0
- protobuf ==3.14.0
- psutil ==5.8.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pycparser ==2.20
- pydantic ==1.6.1
- pylev ==1.3.0
- pymeeus ==0.3.7
- pyparsing ==2.4.7
- pystan ==2.19.1.1
- python-dateutil ==2.8.1
- pytz ==2019.3
- pywin32-ctypes ==0.2.0
- pyyaml ==5.3.1
- requests ==2.25.1
- rsa ==4.6
- scikit-learn ==0.24.0
- scipy ==1.5.0
- seasonal ==0.3.1
- secretstorage ==3.3.0
- setuptools-git ==1.2
- six ==1.15.0
- snakify ==1.1.1
- sortedcontainers ==2.3.0
- statsmodels ==0.12.1
- tbats ==1.1.0
- tblib ==1.7.0
- threadpoolctl ==2.1.0
- toolz ==0.11.1
- torch ==1.7.1
- torchvision ==0.8.2
- tornado ==6.1
- tqdm ==4.55.1
- tsfresh ==0.17.0
- typing-extensions ==3.7.4.3
- ujson ==1.35
- unicode-slugify ==0.1.3
- unidecode ==1.1.2
- uritemplate ==3.0.1
- urllib3 ==1.26.2
- wcwidth ==0.2.5
- werkzeug ==1.0.1
- zict ==2.0.0
- zipp ==3.4.0