probabilistic-forecasting topic
List
probabilistic-forecasting repositories
pyFTS
258
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53
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An open source library for Fuzzy Time Series in Python
skforecast
973
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110
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Time series forecasting with scikit-learn models
neuralforecast
2.6k
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296
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Scalable and user friendly neural :brain: forecasting algorithms.
Ensemble-Conformalized-Quantile-Regression
75
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7
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Valid and adaptive prediction intervals for probabilistic time series forecasting
AggForecaster
18
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4
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Code for "Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts", IJCAI 2022
dyffusion
115
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11
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[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
uber-time-series
57
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13
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Bayesian time series prediction
LightGBMLSS
231
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22
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An extension of LightGBM to probabilistic modelling