SciKit-Learn Laboratory
Prophet
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SciKit-Learn Laboratory | Prophet | |
---|---|---|
- | 221 | |
552 | 17,720 | |
0.0% | 1.0% | |
8.7 | 6.2 | |
about 2 months ago | 19 days ago | |
Python | Python | |
BSD 1-Clause License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
SciKit-Learn Laboratory
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Tracking mentions began in Dec 2020.
Prophet
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Moirai: A Time Series Foundation Model for Universal Forecasting
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
- prophet: NEW Data - star count:17082.0
- Facebook Prophet: library for generating forecasts from any time series data
- prophet: NEW Data - star count:16196.0
- prophet: NEW Data - star count:15889.0
What are some alternatives?
seqeval - A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
tensorflow - An Open Source Machine Learning Framework for Everyone
Keras - Deep Learning for humans
darts - A python library for user-friendly forecasting and anomaly detection on time series.
Pylearn2 - Warning: This project does not have any current developer. See bellow.
scikit-learn - scikit-learn: machine learning in Python
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
greykite - A flexible, intuitive and fast forecasting library
PaddlePaddle - PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
MLflow - Open source platform for the machine learning lifecycle