MLP Classifier
Prophet
| MLP Classifier | Prophet | |
|---|---|---|
| - | 222 | |
| 226 | 18,328 | |
| - | 0.5% | |
| 0.0 | 6.0 | |
| over 7 years ago | 4 days ago | |
| Python | Python | |
| MIT License | MIT License |
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.
MLP Classifier
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Tracking mentions began in Dec 2020.
Prophet
- TimesFM (Time Series Foundation Model) for time-series forecasting
-
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?
Keras - Deep Learning for humans
tensorflow - An Open Source Machine Learning Framework for Everyone
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
scikit-learn - scikit-learn: machine learning in Python
darts - A python library for user-friendly forecasting and anomaly detection on time series.
HotBits Python API - Python API for HotBits random data generator
greykite - A flexible, intuitive and fast forecasting library
skflow - Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
MLflow - Open source platform for the machine learning lifecycle