openHistorian
sktime
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openHistorian | sktime | |
---|---|---|
15 | 8 | |
168 | 7,387 | |
1.2% | 2.1% | |
9.5 | 9.8 | |
16 days ago | 1 day ago | |
TypeScript | Python | |
MIT License | BSD 3-clause "New" or "Revised" License |
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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.
openHistorian
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sktime
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Keras-tuner tuning hyperparam controlling feature size
I would recommend you to read the following paper: https://arxiv.org/abs/1909.04939 and their implementation: https://github.com/hfawaz/InceptionTime . Moreover, check out sktime: https://github.com/sktime/sktime
- Forecasting three months ahead.
- Scikit-Learn Version 1.0
- Darts: Non-Facebook alternative for timeseries forecasting
What are some alternatives?
darts - A python library for user-friendly forecasting and anomaly detection on time series.
tslearn - The machine learning toolkit for time series analysis in Python
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Kats - Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
scikit-hts - Hierarchical Time Series Forecasting with a familiar API
scikit-learn - scikit-learn: machine learning in Python
sysidentpy - A Python Package For System Identification Using NARMAX Models
greykite - A flexible, intuitive and fast forecasting library
sktime-dl - DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
InceptionTime - InceptionTime: Finding AlexNet for Time Series Classification
db-benchmark - reproducible benchmark of database-like ops
DataFrame - C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage