timeseries-forecasting topic

List timeseries-forecasting repositories
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ai-on-browser.github.io

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Machine learning and data analysis package implemented in JavaScript and its online demo.

TSForecasting

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TSForecasting: Automated Time Series Forecasting Framework

spinesTS

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spinesTS, a powerful toolset for time series prediction, is one of the cornerstones of PipelineTS.

Time Series forecasting using Seasonal ARIMA & Prophet. Applied statistical tests like Augmented Dickey–Fuller test to check stationary of series. Checked ACF ,PACF plots to identify Moving average an...

AFFGCN

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Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)

NeurIPS2022-FiLM

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Source code of NeurIPS'22 paper: FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting

Multivariate time-series forecasting with LSTNET and soft-DTW loss

Template to quickstart streaming analytics using Apache Kafka for ingestion, QuestDB for time-series storage and analytics, Grafana for near real-time dashboards, and Jupyter Notebook for data science

lag-llama

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Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

ElectricityDemandForecasting

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Electricity demand forecasting for Austin, TX, using a combination of timeseries methods and regression models