LazyProphet Alternatives

Similar projects and alternatives to LazyProphet

statsforecast

58 3,540 8.9 Python LazyProphet VS statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.
mlforecast

11 713 8.8 Python LazyProphet VS mlforecast

Scalable machine 🤖 learning for time series forecasting.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
ThymeBoost

2 183 5.2 Python LazyProphet VS ThymeBoost

Forecasting with Gradient Boosted Time Series Decomposition

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better LazyProphet alternative or higher similarity.

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LazyProphet reviews and mentions

Posts with mentions or reviews of LazyProphet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-09.

XGBoost for time series
3 projects | /r/datascience | 9 Mar 2023

If you want a quick thing to try for single time series you can try my package: LazyProphet which uses LightGBM under the hood.
Best Python library for time series univariant stationary data prediction?[D]
2 projects | /r/MachineLearning | 3 Oct 2022

If you are feeling adventurous you could try some of my packages: ThymeBoost or LazyProphet. ThymeBoost is interesting as it is gradient boosting around time series decomposition. So you will still have the trend/seasonality decomposition but with more exotic methods. LazyProphet is just some feature engineering for time series fed into Lightgbm but it tends to perform well enough. Both tend to outperform fbprophet although that generally isn't too hard to do and they both have automatic fitting procedure that performs ok.