qiangge1987's repositories
pytorch-drl4vrp
Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).
3D-bin-packing
3D Bin Packing improvements based on https://github.com/enzoruiz/3dbinpacking
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
attention-learn-to-route
Attention based model for learning to solve different routing problems
blackbox-backprop
Torch modules that wrap blackbox combinatorial solvers according to the method presented in "Differentiating Blackbox Combinatorial Solvers"
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
ChineseChess-AlphaZero
Implement AlphaZero/AlphaGo Zero methods on Chinese chess.
Deep-Reinforcement-Stock-Trading
A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
ecog2txt
code for decoding speech as text from neural data
ga-for-cvrp
Capacitated Vehicle Routing Problem
Genetic-Algorithm-for-Job-Shop-Scheduling-and-NSGA-II
Learning how to implement GA and NSGA-II for job shop scheduling problem in python
google-api-python-client
Automatically exported from code.google.com/p/google-api-python-client
q-trader
Deep Q-learning driven stock trader bot
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
TSP_collection
TSP算法全复现：遗传(GA)、粒子群(PSO)、模拟退火(SA)、禁忌搜索(ST)、蚁群算法(ACO)、自自组织神经网络(SOM)
VehicleRoutingProblem
Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools