ForecastingTimeseries.md

https://github.com/CertifaiAI/time-series-labs

https://github.com/CertifaiAI/time-series-labs/blob/main/notebook/Solution/04%20-%20CNN_Univariate_SingleStep.ipynb

https://github.com/CertifaiAI/time-series-labs/blob/main/notebook/Solution/04%20-%20Hybrid_CNN_LSTM_Univariate.ipynb

https://github.com/CertifaiAI/time-series-labs/blob/main/notebook/Solution/05%20-%20Unsupervised%20Anomaly%20Detection%20Using%20LSTM.ipynb

https://github.com/jiwidi/time-series-forecasting-with-python/blob/master/02-Forecasting_models.ipynb

https://github.com/apac-ml-tfc/forecasting-workshop/blob/master/2a%20Amazon%20Forecast%20Model.ipynb

https://github.com/PacktPublishing/Machine-Learning-for-Time-Series-with-Python

https://github.com/rouseguy/TimeSeriesAnalysiswithPython/tree/master/time_series

https://github.com/datacamp/time-series-analysis-in-python-live-training/blob/master/notebooks/time_series_analysis_in_python.ipynb

https://github.com/datacamp/time-series-analysis-in-python-live-training/blob/master/notebooks/Time_Series_Analysis_in_Python_solution.ipynb

https://github.com/datacamp/time-series-analysis-in-python-live-training/blob/master/notebooks/time_series_analysis_in_python_solution.ipynb

https://nbviewer.org/github/pycaret/pycaret/tree/master/examples/time_series/forecasting/

https://nbviewer.org/github/pycaret/pycaret/tree/master/examples/time_series/forecasting/

https://unit8co.github.io/darts/

MAPIE: an open-source library for distribution-free uncertainty quantification https://mapie.readthedocs.io/en/latest/examples_regression/4-tutorials/plot_ts-tutorial.html

sktime A unified interface for machine learning with time series https://github.com/sktime/sktime

**PyAF or Python Automatic Forecasting is an open-source Python package to automatically develop time-series forecasting models (either univariate or with exogenous data). ** https://github.com/antoinecarme/pyaf

StatsForecast is a Python package that provides a collection of univariate time-series Forecasting models. https://github.com/Nixtla/statsforecast

Darts Pyflux Kats (Kits to Analyze Time Series) TSFRESH