This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

Keras Temporal Convolutional Network. Supports Python and R.

The PyTorch implementation of STGCN.

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

TPAMI 2022

Character based Temporal Convolutional Networks + Attention Layer

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

TensorFlow Implementation of TCN (Temporal Convolutional Networks)

Python framework for Speech and Music Detection using Keras.

This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions

(fork of SF:) TCNOpen - Components for IEC61375 standardised communication

一个短网址软件

This repository contains example of keras-tcn on easy way.

PyTorch implementation of a Time Delay Neural Network (TDNN)

TCN-LSTM Motor Vibration Fault Diagnosis Model

Chameleon: A Multiplier-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data

[2024中国软件杯国家三等奖]TCN+LSTM+MLP实时风电预测网站。Realtime windpower forecast web system.

多模态股价预测系统

TCN + Bi-Mamba/FLA + GNN + Dynamic LPE for Clinical EEG Seizure Detection

Multi-Attention Temporal Graph Convolution Network for Traffic Flow Forecasting