orbit VS ETSformer

Compare orbit vs ETSformer 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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ETSformer

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting (by salesforce)
Deep Learning interpretable-machine-learning time-series time-series-decomposition time-series-forecasting Transformers exponential-smoothing Forecasting Pytorch
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InfluxDB - 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.
www.influxdata.com
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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orbit ETSformer
1 1
1,811 240
0.8% 6.7%
7.8 0.0
14 days ago over 1 year ago
Python Python
GNU General Public License v3.0 or later BSD 3-clause "New" or "Revised" 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.

ETSformer

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

What are some alternatives?

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

neural_prophet - NeuralProphet: A simple forecasting package

time-series-transformers-review - A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

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.

Crossformer - Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

ruptures - ruptures: change point detection in Python

flow-forecast - Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

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

LTSF-Linear - [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

pyro - Deep universal probabilistic programming with Python and PyTorch

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

krisi - ⏳ Evaluation of Time-Series Predictions with powerful pdf and web Reporting. Tailored for evaluation of metrics over time!

ebisu - Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)

orbit vs neural_prophet ETSformer vs time-series-transformers-review orbit vs pmdarima ETSformer vs Crossformer orbit vs ruptures ETSformer vs flow-forecast orbit vs darts ETSformer vs LTSF-Linear orbit vs pyro orbit vs fracdiff orbit vs krisi orbit vs ebisu