modeltime VS Deep_XF

Compare modeltime vs Deep_XF and see what are their differences.

modeltime

Modeltime unlocks time series forecast models and machine learning in one framework (by business-science)
Time time-series Forecasting tidymodels machine-learning-algorithms Machine Learning prophet arima Ets tbats modeltime tidymodeling Data Science Deep Learning time-series-analysis Timeseries timeseries-forecasting r-package
Source Code
business-science.github.io
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Deep_XF

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals. (by ajayarunachalam)
Python Forecasting nowcasting-models forecasting-models explainable-ml deep-neural-networks Deep Learning time-series time-series-analysis auto-ml auto-timeseries interpretable-ai Sensors Timeseries multivariate ecg-signal siamese-neural-network Machine Learning
Source Code
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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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modeltime Deep_XF
5 3
499 110
0.6% -
8.4 10.0
4 months ago over 1 year ago
R Jupyter Notebook
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.
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modeltime

Posts with mentions or reviews of modeltime. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-17.

Deep_XF

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

What are some alternatives?

When comparing modeltime and Deep_XF you can also consider the following projects:

fable - Tidy time series forecasting

Autoformer - About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

modeltime.gluonts - GluonTS Deep Learning with Modeltime

wb_gdp_predict - Predicting next year's GDP using ML (Python)

boostime - The Tidymodels Extension for Time Series Boosting Models

Auto_TS - Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

healthyR.ts - A time-series companion package to healthyR

lockdowndates - Retrieve the dates of the restrictions imposed by governments in countries around the world during the covid-19 pandemic.

modeltime.resample - Resampling Tools for Time Series Forecasting with Modeltime

BrewPOTS - The tutorials for PyPOTS.

tsai - Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

modeltime vs fable Deep_XF vs Autoformer modeltime vs modeltime.gluonts Deep_XF vs wb_gdp_predict modeltime vs boostime Deep_XF vs Auto_TS modeltime vs healthyR.ts Deep_XF vs lockdowndates modeltime vs modeltime.resample Deep_XF vs BrewPOTS modeltime vs Auto_TS Deep_XF vs tsai