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smarts027's Projects

13_deft icon 13_deft

Code for "Rapid and Rapid and deterministic estimation of probability densities using scale-free field theories" arXiv:1312.6661 [physics.data-an]

akshare icon akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

an-improved-lstm-model-for--behavior-recognition-of-intelligent-vehicles icon an-improved-lstm-model-for--behavior-recognition-of-intelligent-vehicles

An Improved LSTM Model for Behavior Recognition of Intelligent Vehicles.A total of four experiments have done,including vehivle behavior recognition experiment based on vehicle behavior data set from Udacity,handwritten digit recognition experiment based on handwritten number,emotion classification based on movie reviewm and next trajectory point regression fitting experiment based on NGSIM data set.

automatic-parking icon automatic-parking

Python implementation of an automatic parallel parking system in a virtual environment, including path planning, path tracking, and parallel parking

copo icon copo

[NeurIPS 2021] Official implementation of paper "Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization".

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

distgcn icon distgcn

Distributed Scheduling using Graph Neural Networks

distributional-dqn icon distributional-dqn

Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.

dlsim-mrm icon dlsim-mrm

Open-source Python package designed for integration of deep learning (first DL) and traffic simulation, by extending original C++ based structure of DTALite (second DL)

end-to-end-drl-for-fjsp icon end-to-end-drl-for-fjsp

This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem'

flinkstreamsql icon flinkstreamsql

基于开源的flink,对其实时sql进行扩展;主要实现了流与维表的join,支持原生flink SQL所有的语法

flow icon flow

Computational framework for reinforcement learning in traffic control

gnn_jssp icon gnn_jssp

Master's Thesis - Graph Neural Networks for Compact Representation for Job Shop Scheduling Problems: A Comparative Benchmark

gnn_planner icon gnn_planner

Online Planner Selection with Graph Neural Networks and Adaptive Scheduling (AAAI 2020)

gpt3-hateeval icon gpt3-hateeval

Code implementation for the paper "Evaluating GPT-3 Generated Explanations for Hateful Content Moderation" (IJCAI'23).

haco icon haco

[ICLR 2022] Official implementation of paper: Efficient Learning of Safe Driving Policy via Human-AI Copilot Optimization

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