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rnn-from-scratch

Basic RNN implementation

rnn_pytorch

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

scikit-hts

Hierarchical Time Series Forecasting with a familiar API

scikit-time

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

scikit_tt

Tensor Train Toolbox

scratchml

Implementation of Machine Learning algorithms from scratch in Python

sdm2016-gspartan

semi-supervised-nfs

Code for the paper Semi-Conditional Normalizing Flows for Semi-Supervised Learning

siambookcodes

MATLAB codes for "Computational Uncertainty Quantification for Inverse Problems," by Johnathan M. Bardsley

signal-processing

Repository that gathers code for signal processing

sindy-mpc

sindyautoencoders

skeleton_decomposition

sknni

Spherical k-nearest neighbors interpolation (geospatial interpolator)

soa-video-prediction-21

Collection of High Performance Deep Learning Models for Video Prediction with experiments

spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

sparse-tda

Sparse realization of topological data analysis for multi-way classification

sparsecrom

Sparsity enabled cluster reduced-order models

spatio-temporal-mobile-traffic-forecasting

Mobile Traffic Prediction using Deep Learning models

spdnet

Implementation of Deep SPDNet in pytorch

spectral_uecker

Spectral method codes from Hannes Uecker

srs21-public-data

ssss

"Deep Learning and Quantum Programming" Spring School @ Song Shan Lake

stawnet

An end-to-end deep learning model for spatial-temporal prediction

stconvs2s

Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)

stemgnn

Spectral Temporal Graph Neural Network (StemGNN in short) for Multivariate Time-series Forecasting

stgcn_ijcai-18

Spatio-Temporal Graph Convolutional Networks

stnn

Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"

stochastic-calculus

MCMC and another stochastic calculus stuff

stock-and-pm2.5-prediction-using-tft

time series forecasting using TFT with stock dataset and pm2.5 dataset