ETSformer VS orbit

Compare ETSformer vs orbit and see what are their differences.

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
Source Code
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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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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.
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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ETSformer orbit
1 1
240 1,808
6.7% 0.7%
0.0 7.8
over 1 year ago 7 days ago
Python Python
BSD 3-clause "New" or "Revised" License GNU General Public License v3.0 or later
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.

ETSformer

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

orbit

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

What are some alternatives?

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

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

neural_prophet - NeuralProphet: A simple forecasting package

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

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.

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

ruptures - ruptures: change point detection in Python

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

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

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!)

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