pmdarima
orbit
pmdarima | orbit | |
---|---|---|
1 | 1 | |
1,529 | 1,811 | |
1.6% | 0.8% | |
5.2 | 7.8 | |
3 months ago | 16 days ago | |
Python | Python | |
MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pmdarima
orbit
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Uber Releases V1.1 of Orbit: A Python Package to Perform Bayesian Time-Series Analysis and Forecasting
Github: https://github.com/uber/orbit
What are some alternatives?
darts - A python library for user-friendly forecasting and anomaly detection on time series.
neural_prophet - NeuralProphet: A simple forecasting package
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
ruptures - ruptures: change point detection in Python
pytorch-forecasting - Time series forecasting with PyTorch
pyro - Deep universal probabilistic programming with Python and PyTorch
atspy - AtsPy: Automated Time Series Models in Python (by @firmai)
fracdiff - Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.
statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.
ETSformer - PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting