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深度学习以进行时间序列预测
Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)
Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication
Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"
Realization of UAV's Track Planning in 3D Urban Environment Based on Reinforcement Learning Algorithm(DQN)
[JSAC 2018] Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach
Simulator developed for the mobility management of UAV base stations project featuring A3C
Deep reinforcement learning-based replacement strategy for content caching.
DARNN
强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
[CVPR2023] Federated Incremental Semantic Segmentation
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/
比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。
Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)
A robot powered training repository :robot:
graph wavenet
Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
PIMRC paper Reproducible codes
Source code for "Intelligent Reflecting Surface Operation under Predictable Receiver Mobility: A Continuous Time Propagation Model" by Bho Matthiesen, Emil Björnson, Elisabeth De Carvalho, and Petar Popovski published in IEEE Wireless Communications Letters
Source code for "Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning", IEEE JSAC.
Keras documentation, hosted live at keras.io
A List of Recommender Systems and Resources
基于LSTM的时间序列预测研究
Implementation of Electric Load Forecasting Based on LSTM(BiLSTM). Including Univariate-SingleStep forecasting, Multivariate-SingleStep forecasting and Multivariate-MultiStep forecasting.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.