Lime-For-Time
neural_prophet
| Lime-For-Time | neural_prophet | |
|---|---|---|
| 1 | 5 | |
| 92 | 3,644 | |
| - | - | |
| 0.0 | 8.6 | |
| 3 months ago | 17 days ago | |
| Python | Python | |
| - | MIT License |
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Lime-For-Time
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Understanding LSTM predictions
I haven't personally tried it, but here's a Github Repo called LIME for Time. I'm not sure about the state of attention visualization for timeseries but this repo has several models using attention.
neural_prophet
- Facebook Prophet: library for generating forecasts from any time series data
- Time series analysis of Bitcoin price in Python with fbprophet ?!
- 14 September 2021 - Daily Chat Thread
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[D] Stock prediction using lstm(plz help)
NeuralProphet
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Financial time-series data forecasting - any other tools besides Prophet?
Neural Prophet: https://github.com/ourownstory/neural_prophet
What are some alternatives?
pytorch-forecasting - Time series forecasting with PyTorch
darts - A python library for user-friendly forecasting and anomaly detection on time series.
DALEX - moDel Agnostic Language for Exploration and eXplanation
scikit-hts - Hierarchical Time Series Forecasting with a familiar API
scikit-learn-intelex - Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
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.
flow-forecast - Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
orbit - A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
sysidentpy - A Python Package For System Identification Using NARMAX Models
Informer2020 - The GitHub repository for the paper "Informer" accepted by AAAI 2021.