tongnie Goto Github PK

bht-arima

Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

fcnvmb-deep-learning-based-seismic-velocity-model-building

Deep-learning inversion: A next-generation seismic velocity model building method

gnn4flow

TRC: ''Towards better traffic volume estimation: Jointly addressing the underdetermination and nonequilibrium problems with correlation-adaptive GNNs''.

imputeformer

[KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"

l5kit

L5Kit - https://level-5.global/

leuvenmapmatching

Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.

mapmatching

An arcpy based HMM map matching tool

nexusqn

Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''

paper-reading

深度学习经典、新论文逐段精读

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

reproducible-tensor-completion-state-of-the-art

tensor-learning

Python codes for low-rank tensor factorization, tensor completion, and tensor regression techniques.

tensor4kriging

Laplacian-enhanced tensor learning for large-scale spatiotemporal traffic data kriging (estimation)

tensorlib

Repository for paper 'Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns'.

tensorly

TensorLy: Tensor Learning in Python.

tensorly-notebooks

Tensor methods in Python with TensorLy

tensorly-torch

TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch

tensornetwork

A library for easy and efficient manipulation of tensor networks.

the-kaggle-book

Code Repository for The Kaggle Book, Published by Packt Publishing

traffic-prediction-open-code-summary

Summary of open source code for deep learning models in the field of traffic prediction

traffic_dynamics

transdim

Machine learning for transportation data imputation and prediction.

transpai

Transportation data online prediction

transviz

Transportation data visualization