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SmartIdiot's Projects

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Library implementing the Responsibility Sensitive Safety model (RSS) for Autonomous Vehicles

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Adaptive Graph Convolutional Recurrent Network

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AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

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AM-GCN: Adaptive Multi-channel Graph Convolutional Networks

astgcn-r-pytorch icon astgcn-r-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

colight icon colight

CoLight: Learning Network-level Cooperation for Traffic Signal Control

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Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2018

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Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

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《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

dcrnn icon dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

deep_intent icon deep_intent

Modeling pedestrian and vehicular movement to determine stochastic response to anomalies

deepadots icon deepadots

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

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