Popular GitHub Repositories for Timeseries Forecasting

Time series forecasting with PyTorch

Predict time-series with one line of code.

The fundamental package for AIops with python.

Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

[IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting

A code implementation of new papers in the time series forecasting field.

A multiverse of Prophet models for timeseries

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

An easy to use low-code open-source python framework for Time Series analysis, visualization, forecasting along with AutoTS

SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data

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

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

Source code for the IBM Granite AI Model Workshop

Comparative study of ANN, CNN, LSTM, and ARIMA for time-series forecasting

Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution

This repository contains notebooks from the Coursera specialization TensorFlow in Practice.

Improving short-term prandial blood glucose outcomes for people with type 1 diabetes, a complex disease that affects nearly 10 million people worldwide. We aim to leverage semi-supervised learning to identify unlabelled meals in time-series blood glucose data, develop meal-scoring functions, and explore causal machine-learning techniques.

A self-driven project utilizing ARIMA, Seq2Seq, and XGBoost to help design the COVID19 forecasting algorithm. Data sources are from Kaggle Competition and JHU CSSE.

Implementation of an LSTM network in MATLAB that predicts future power consumptions of 3 zones in Tetuan City.