sktime
sktime-dl
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sktime | sktime-dl | |
---|---|---|
8 | 1 | |
7,330 | 599 | |
2.0% | 0.0% | |
9.8 | 5.3 | |
2 days ago | about 2 months ago | |
Python | Python | |
BSD 3-clause "New" or "Revised" License | BSD 3-clause "New" or "Revised" 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.
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
sktime-dl
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.
InceptionTime - InceptionTime: Finding AlexNet for Time Series Classification
scikit-hts - Hierarchical Time Series Forecasting with a familiar API
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
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