Implementation of Convolutional LSTM in PyTorch.

A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.

Foundation Models for Time Series

An up-to-date list of time-series related papers in AI venues.

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

SDG is a specialized framework designed to generate high-quality structured tabular data.

tsl: a PyTorch library for processing spatiotemporal data.

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

Official repository for Citation Style Language (CSL) citation styles.

Sequence modeling benchmarks and temporal convolutional networks

Just use pyecharts to imitate Echarts official example.

This repo includes ChatGPT prompt curation to use ChatGPT better.

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

End-to-end simulation for self-driving cars

Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".

📺 Discover the latest machine learning / AI courses on YouTube.

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Time Series Analysis Models Source Code with Deep Learning Algorithms

1、结合opencv，利用特征提取方法（LDA LBP PCA）进行特征提取建立模型库；2、利用电脑摄像头进行拍照，每隔3秒提取一个正面照进行特征提取，然后与模型库中的样本进行余弦距离相似度计算，实现人脸匹配识别

The first realistic and public dataset with rare undesirable real events in oil wells.

A research toolkit for particle swarm optimization in Python

Pytorch-Deep-Learning-Practice-Notes

[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.

B站PPT和代码 , 请先下滑获取使用教程.

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

A unified framework for machine learning with time series

Jupyter metapackage for installation, docs and chat