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GitHub / LongxingTan / Time-series-prediction
tfts: Time Series Deep Learning Models in TensorFlow
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LongxingTan%2FTime-series-prediction
Stars: 792
Forks: 162
Open Issues: 11
License: mit
Language: Python
Repo Size: 2.29 MB
Dependencies:
222
Created: about 6 years ago
Updated: 7 days ago
Last pushed: 3 months ago
Last synced: 7 days ago
Commit Stats
Commits: 45
Authors: 3
Mean commits per author: 15.0
Development Distribution Score: 0.111
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/LongxingTan/Time-series-prediction
Topics: ai, data-science, deep-learning, forecasting, keras, machine-learning, neural-network, prediction, python, regression, seq2seq, tcn, tensorflow, tf2, time-series, time-series-forecasting, timeseries, transformer, wavenet
Files
Dependencies
- joblib *
- matplotlib *
- optuna >=2.0
- pandas >=1.0
- scikit-learn >0.23
- tensorflow >=2.3.1
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/setup-python v1 composite
- actions/upload-artifact v2 composite
- codecov/codecov-action v3 composite
- tensorflow/tensorflow 2.8.3-gpu build
- cloudpickle *
- docutils *
- ipython *
- matplotlib *
- nbconvert >=6.3.0
- nbsphinx *
- optuna >=2.0
- pandas ==1.1.5
- pandoc *
- pydata_sphinx_theme *
- recommonmark >=0.7.1
- scikit-learn >0.23
- sphinx >3.2
- sphinx-autobuild *
- sphinx_markdown_tables *
- tensorflow ==2.7.1
- actions/checkout v3 composite
- github/codeql-action/analyze v2 composite
- github/codeql-action/autobuild v2 composite
- github/codeql-action/init v2 composite
- black * develop
- coverage * develop
- flake8 * develop
- invoke * develop
- ipykernel * develop
- ipywidgets ^8.0.1 develop
- isort * develop
- mypy * develop
- nbsphinx * develop
- pre-commit ^2.20.0 develop
- pydata-sphinx-theme * develop
- pylint * develop
- recommonmark * develop
- sphinx * develop
- tensorflow ^2.3.1 develop
- matplotlib *
- numpy *
- optuna ^2.3.0
- pandas ^1.2.0
- python >=3.7.1,<3.11