PyBrain vs Prophet

PyBrain

By pybrain

Prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. (by facebook)

Machine Learning Forecasting R Python

Source Code

facebook.github.io

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PyBrain		Prophet
	Project
-	Mentions	221
2,852	Stars	17,743
-	Growth	1.2%
0.0	Activity	6.2
3 months ago	Latest Commit	23 days ago
Python	Language	Python
BSD 3-clause "New" or "Revised" License	License	MIT 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.

PyBrain

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

We haven't tracked posts mentioning PyBrain yet.
Tracking mentions began in Dec 2020.

Prophet

Posts with mentions or reviews of Prophet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-25.

Moirai: A Time Series Foundation Model for Universal Forecasting
2 projects | news.ycombinator.com | 25 Mar 2024

https://facebook.github.io/prophet/
"Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well."
prophet: NEW Data - star count:17116.0
1 project | /r/algoprojects | 10 Nov 2023

1 project | /r/algoprojects | 9 Nov 2023
prophet: NEW Data - star count:17082.0
1 project | /r/algoprojects | 7 Nov 2023
Facebook Prophet: library for generating forecasts from any time series data
7 projects | news.ycombinator.com | 26 Sep 2023
prophet: NEW Data - star count:16196.0
1 project | /r/algoprojects | 12 Aug 2023

1 project | /r/algoprojects | 11 Aug 2023
prophet: NEW Data - star count:15889.0
1 project | /r/algoprojects | 27 May 2023

1 project | /r/algoprojects | 26 May 2023

1 project | /r/algoprojects | 25 May 2023

What are some alternatives?

When comparing PyBrain and Prophet you can also consider the following projects:

tensorflow - An Open Source Machine Learning Framework for Everyone

scikit-learn - scikit-learn: machine learning in Python

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

Keras - Deep Learning for humans

HotBits Python API - Python API for HotBits random data generator

xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Pylearn2 - Warning: This project does not have any current developer. See bellow.

greykite - A flexible, intuitive and fast forecasting library

bodywork - ML pipeline orchestration and model deployments on Kubernetes.

MLflow - Open source platform for the machine learning lifecycle