Cristian Challu's repositories

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analisis-numerico-computo-cientifico

Análisis numérico y cómputo científico

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Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

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dask-intro

Notebook and resources for an introductory lecture to Dask

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esrnn

Hybrid ES-RNN models for time series forecasting

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Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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M4-methods

Includes the source code of the methods which participated in the M4 Competition

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MAD-GANs

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

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OmniAnomaly

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

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