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qingsongedu/Awesome-TimeSeries-SpatioTemporal-LM-LLM

A curated list of resources on large language models and foundation models for time series, spatiotemporal, and event data analysis.

1.2K
Archived
LLM Frameworks
Caching
#time-series#spatiotemporal#event-data

jwwthu/GNN4Traffic

A repository for collecting Graph Neural Network models for traffic forecasting.

1.2K
Archived
ML Ops
API Frameworks
#traffic-forecasting#graph-neural-network#data-science

Nixtla/mlforecast

A scalable machine learning library for time series forecasting in Python.

1.2K
Active
Python
ML Ops
Databases
Python
#time-series#forecasting#machine-learning

functime-org/functime

A scalable time-series machine learning library built with Polars for parallel feature extraction and forecasting.

1.2K
Stable
Python
ML Ops
Time Series
Python
#time-series#forecasting#machine-learning

robjhyndman/forecast

A time series forecasting library for R, providing a wide range of models and tools for accurate predictions.

1.2K
Active
R
Databases
CLI Tools
#forecasting#time-series#r-package

x89/Solana-Arbitrage-Bot

An AI-powered crypto trading bot that automates futures trading on platforms like Binance and Bitget.

1.1K
Active
Python
Agents & Orchestration
API Frameworks
None
#ai-trading#cryptocurrency#futures-trading

LibCity/Bigscity-LibCity

An open-source toolkit for urban spatial-temporal data mining and traffic prediction tasks.

1.1K
Archived
Python
ML Ops
API Frameworks
PyTorch
#spatio-temporal-prediction#traffic-forecasting#traffic-prediction

guillaume-chevalier/seq2seq-signal-prediction

A TensorFlow-based sequence-to-sequence (seq2seq) RNN model for signal forecasting and time series prediction.

1.1K
Archived
Jupyter Notebook
ML Ops
Time Series
TensorFlow
#signal-forecasting#time-series-prediction#sequence-to-sequence

chengtan9907/OpenSTL

A comprehensive benchmark for spatio-temporal predictive learning, with a focus on AI-powered weather forecasting and video prediction.

1.1K
Stable
Python
Computer Vision
Predictive Learning
PyTorch
#weather-forecasting#video-prediction#self-supervised-learning

curiousily/Deep-Learning-For-Hackers

A collection of machine learning tutorials covering various topics like anomaly detection, time series forecasting, and object detection.

1.1K
Archived
Jupyter Notebook
ML Ops
Computer Vision
TensorFlow
#deep-learning#anomaly-detection#time-series-forecasting

cuge1995/awesome-time-series

A curated list of resources for time series forecasting, including papers, code, and other materials.

1.0K
Stable
Time Series
Tutorials & Courses
#time-series#forecasting#spatio-temporal

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