orbit VS ruptures

Compare orbit vs ruptures and see what are their differences.

orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood. (by uber)
Python Forecasting Bayesian exponential-smoothing pyro Stan pystan probabilistic-programming probabilistic Forecast Orbit time-series Regression arima changepoint bayesian-methods bayesian-statistics Machine Learning regression-models Pytorch
Source Code
orbit-ml.readthedocs.io
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ruptures

ruptures: change point detection in Python (by deepcharles)
signal-processing changepoint Python Scientific Computing Science change-point-detection
Source Code
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orbit ruptures
1 1
1,805 1,480
0.4% -
7.8 5.7
about 1 month ago 9 days ago
Python Python
GNU General Public License v3.0 or later BSD 2-clause "Simplified" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

orbit

Posts with mentions or reviews of orbit. We have used some of these posts to build our list of alternatives and similar projects.

ruptures

Posts with mentions or reviews of ruptures. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing orbit and ruptures you can also consider the following projects:

neural_prophet - NeuralProphet: A simple forecasting package

ssqueezepy - Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

pmdarima - A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

madmom - Python audio and music signal processing library

darts - A python library for user-friendly forecasting and anomaly detection on time series.

expression_evaluator - A basic expression evaluator and depth analyzer

pyro - Deep universal probabilistic programming with Python and PyTorch

pywt - PyWavelets - Wavelet Transforms in Python

fracdiff - Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.

SincNet - SincNet is a neural architecture for efficiently processing raw audio samples.

statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.

audio-reactive-led-strip - :musical_note: :rainbow: Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi

orbit vs neural_prophet ruptures vs ssqueezepy orbit vs pmdarima ruptures vs madmom orbit vs darts ruptures vs expression_evaluator orbit vs pyro ruptures vs pywt orbit vs fracdiff ruptures vs SincNet orbit vs statsforecast ruptures vs audio-reactive-led-strip