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.

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

The PyTorch implementation of STGCN.

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.

一个短网址软件

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

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

Multi-Attention Temporal Graph Convolution Network for Traffic Flow Forecasting

多模态股价预测系统

Undergraduate group project in which we built an ECG classifier using a TCN-CNN with 97% accuracy

use TCN and Transformer model for "Hourly Energy Consumption" data

TCN v.s RNN

This repository deals with analyzing various Neural Network approaches and finding the one with the most accurate reconstruction of motion captured trajectories recorded with missing markers in softwares like Vicon Nexus