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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

andrew-ng-deep-learning-notes

吴恩达《深度学习》系列课程笔记及代码

astgcn

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

autocts

The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".

autocts_plus

awesome-code-llm

👨‍💻 An awesome and curated list of best code-LLM for research.

awesome-gnn4ts

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

awesome-python3-webapp

awesome-timeseries-aiops-lm-llm

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, Event Data, and AIOps.

baidutraffic

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

bigscity-libcity

LibCity: An Open Library for Traffic Prediction

book

bourneli.github.io

clustering

Implement three clustering algorithms to find clusters of genes that exhibit similar expression profiles: K-means, Hierarchical Agglomerative clustering with Single Link (Min), and one from (density-based, mixture model, spectral). Set up a single-node Hadoop cluster on your machine and implement MapReduce K-means. Compare with non-parallel K-means on the given data sets. Try to improve the running time.

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cstn

Taxi Origin-Destination Demand Prediction

data-centric-ai

Resources for Data Centric AI

data-polygamy

Data Polygamy is a topology-based framework that allows users to query for statistically significant relationships between spatio-temporal data sets.

dcrnn

PyTorch implementation of Diffusion Convolutional Recurrent Neural Network - Under development

dcrnn_pytorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

deep-eta-murat

Implementation of "Multi-task Representation Learning for Travel Time Estimation"

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deep-rl-elements

Deep RL algorithm in pytorch

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepst

Deep Learning for Spatio-Temporal Data

demo1

第一个demo

digchouti

dita

Distributed In-Memory Trajectory Analytics

dmvst-net

DMVST-Net for AAAI 2018

ehrsql

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records