Dylanleee

Dylanleee's Stars

• labuladong/fucking-algorithm

  刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

  Language:Markdown126k23.2k

• AI4Finance-Foundation/ElegantRL

  Massively Parallel Deep Reinforcement Learning. 🔥

  Language:Python3.8k852

• xumingxingsjtu/STTN

  The official code for "Spatial temporal transformer networks for traffic flow forecasting"

  Language:Python9121

• lonicera-yx/MGT

  Language:Python377

• Davidham3/STSGCN

  AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

  Language:Python35699

• MengzhangLI/STFGNN

  Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)

  Language:Python21056

• sshleifer/Graph-WaveNet

  Modifications to Graph Wavenet

  Language:Python9924

• QData/spacetimeformer

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

  Language:Jupyter Notebook809191

• VeritasYin/STGCN_IJCAI-18

  [IJCAI'18] Spatio-Temporal Graph Convolutional Networks

  Language:Python1k304

• nnzhan/Graph-WaveNet

  graph wavenet

  Language:Python633201

• DAMO-DI-ML/ICML2022-FEDformer

  Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

  Language:Python19734

• kdgutier/esrnn_torch

  Language:Python15645

• pengzhangzhi/Benchmark-Traffic-flow-prediction-

  curated baselines and evaluation metrics to benchmark the task traffic flow prediction

  Language:Python251

• GestaltCogTeam/BasicTS

  A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

  Language:Python728117

• sharmaroshan/Passenger-Prediction-Using-Time-Series-Analysis

  I have used Time Series Analysis to predict the behavior and pattern of Passengers at a bus stop, Data Visualizations include Time-Series Plots.

  Language:Jupyter Notebook227

• PENGZhaoqing/TimeSeriesPrediction

  天池智慧交通预测挑战赛解决方案

  Language:Python496141

• zhouhaoyi/Informer2020

  The GitHub repository for the paper "Informer" accepted by AAAI 2021.

  Language:Python5.5k1.1k

• thuml/Autoformer

  About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

  Language:Jupyter Notebook2k426

• Allan-Avila/Highway-Traffic-Dynamics-KMD-Code

  Language:MATLAB2911

• liyaguang/DCRNN

  Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

  Language:Python1.2k401

• BIT-XJY/RL-based-Transferable-EMS

  [IV 2022] A Comparative Study of Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles.

  Language:Python8413

• komo135/trade-rl

  Learn to use reinforcement learning to maximize the profit gained from a trade.

  Language:Python2710

• Learning-something-deep/adaptive-traffic-control-qrdqn

  Adaptive traffic control system using Deep Reinforcement Learning

  Language:Python51

• AdamStelmaszczyk/dqn

  TensorFlow & Keras implementation of DQN with HER (Hindsight Experience Replay)

  Language:Python404

• ceteke/her

  Bit flipping with DQN + Hindsight Experience Replay

  Language:Python7

• cycraig/MP-DQN

  Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"

  Language:Python19452

• datawhalechina/easy-rl

  强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

  Language:Jupyter Notebook9.6k1.9k

• Ending2015a/unstable_baselines

  A TF2.0 implementation of RL baselines.

  Language:Python10

• go2sea/C51DQN

  A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)

  Language:Python5618

• openai/gym

  A toolkit for developing and comparing reinforcement learning algorithms.

  Language:Python34.9k8.6k