Alternatives and similar repositories for awesome-time-series-analysis:

Users that are interested in awesome-time-series-analysis are comparing it to the libraries listed below

• fengyang95 / Awesome-Deep-Learning-Based-Time-Series-Forecasting
  ☆148Updated 3 years ago
• Daniela-Shereen / GBRT-for-TSF
  ☆197Updated 2 years ago
• Vsooong / multivariate-prediction
  time-series-predictoin(LSTNet,SAB,Transformer...)
  ☆138Updated 6 years ago
• arrigonialberto86 / deepar
  Tensorflow implementation of Amazon DeepAR
  ☆306Updated 3 years ago
• bighuang624 / Time-Series-Papers
  List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法
  ☆479Updated 5 years ago
• jingw2 / demand_forecast
  ☆461Updated last year
• DataCanvasIO / HyperTS
  A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
  ☆273Updated 8 months ago
• husnejahan / DeepAR-pytorch
  ☆258Updated 3 years ago
• amitesh863 / nbeats_forecast
  N-Beats library implementation
  ☆88Updated 3 years ago
• DawnsonLi / EVT
  使用极端值理论(Extreme Value Theory)实现阈值动态自动化设置
  ☆94Updated 6 years ago
• NetManAIOps / KPI-Anomaly-Detection
  2018AIOps: The 1st match for AIOps
  ☆85Updated 2 years ago
• albertogaspar / dts
  A Keras library for multi-step time-series forecasting.
  ☆180Updated last year
• NetManAIOps / Squeeze
  ISSRE 2019: Generic and Robust Localization of Multi-Dimensional Root Cause
  ☆99Updated last year
• y-bar / ml-based-anomaly-detection
  Spectral Residual
  ☆79Updated 2 years ago
• microsoft / anomalydetector
  SR-CNN
  ☆259Updated 2 years ago
• Maple728 / MTNet
  Tensorflow implementation of paper http://arxiv.org/abs/1809.02105
  ☆66Updated 5 years ago
• LeeDoYup / RobustSTL
  Unofficial Implementation of RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series (AAAI 2019)
  ☆292Updated 4 years ago
• Lorne0 / LSTNet_keras
  Keras version of LSTNet
  ☆96Updated 6 years ago
• datamllab / pyodds
  An End-to-end Outlier Detection System
  ☆254Updated 2 years ago
• drzhang3 / DeepTimeSeriesModel
  A paper list for Time series modelling, including prediciton and anomaly detection
  ☆92Updated 5 years ago
• junkfei / Multidimensional_root_cause_analysis
  基于蒙特卡洛树（MCTS）的多维监控异常根因分析
  ☆139Updated 5 years ago
• SchindlerLiang / VAE-for-Anomaly-Detection
  MLP_VAE, Anomaly Detection, LSTM_VAE, Multivariate Time-Series Anomaly Detection, IndRNN_VAE, Tensorflow
  ☆120Updated 6 years ago
• seninp / saxpy
  Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python
  ☆210Updated last year
• microsoft / TagAnomaly
  Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
  ☆325Updated last year
• KDD-OpenSource / DeepADoTS
  Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
  ☆580Updated 2 years ago
• allen-chiang / Time-Series-Transformer
  A data preprocessing package for time series data. Design for machine learning and deep learning.
  ☆216Updated 4 years ago
• petecheng / Time2Graph
  Source codes for Time2Graph model.
  ☆134Updated 5 years ago
• fbadine / LSTNet
  A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper
  ☆173Updated 2 years ago
• bighuang624 / DSANet
  Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".
  ☆260Updated 9 months ago
• NetManAIOps / Bagel
  IPCCC 2018: Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder
  ☆51Updated 8 months ago