资源 - tedrepo/SimDial GitHub Wiki

https://github.com/vahidk/EffectiveTensorflow#beam_search 一些tensorflow 的技巧 https://github.com/AndersonJo/gaussian-process

tensorflow summary https://zhuanlan.zhihu.com/p/31459527 TensorFlow实践-梯度观测、BATCHNORM与分类超曲面绘制 https://zhuanlan.zhihu.com/p/30597222 https://zhuanlan.zhihu.com/p/29298122 第十七章 Step By Step上手TensorBoard https://zhuanlan.zhihu.com/p/26203726 https://zhuanlan.zhihu.com/p/38001015

高斯过程系列

https://github.com/nahush8/obstacle_avoidance/blob/master/gpq.py https://github.com/huiwenzhang/gpsarsa/blob/master/dia_hrl.py https://github.com/matthieule/gaussian_process_regression/tree/master/gaussian_process https://github.com/shuuki4/Basic-Gaussian-Process-on-Tensorflow/blob/master/GPTensorflow.py https://github.com/michaeloneill/GaussianProcesses/blob/master/GPR_blog.ipynb

https://github.com/michaeloneill/GaussianProcesses https://github.com/cavaunpeu/gaussian-processes/blob/master/gaussian-processes-part-1.ipynb https://github.com/EFavDB/gaussian_processes/blob/master/GP_example.ipynb https://github.com/jejjohnson/gaussian_processes/blob/master/gp_from_scratch.ipynb https://github.com/tedrepo/machine_learning_practice/blob/master/gaussian_process.ipynb https://github.com/hkhpub/cliff-walking/blob/master/gpsarsa.py https://github.com/huiwenzhang/gpsarsa/blob/master/dia_hrl.py https://github.com/stormmax/irl-imitation https://github.com/mestoking/FunctionApproximationIRL/blob/master/LargeGradientIterationBatch.py https://github.com/mestoking/FunctionApproximationIRL/blob/master/GaussLargeGradientIteration.py

PILCO + GP https://github.com/Alreschas/pilco_cartpole https://github.com/vineetjohn/linguistic-style-transfer https://github.com/marcino239/pilco https://github.com/nrontsis/PILCO https://github.com/zuoxingdong/DeepPILCO https://github.com/cryscan/pilco-learner https://github.com/nrontsis/PILCO https://github.com/marcino239/pilco TRPO https://github.com/zxsted/RL_experiment ACL 2018最新论文归类（最全最细）分享： https://www.daizitouxiang.com/75/59696.html

deepbayes-2018 https://github.com/tedrepo/deepbayes-2018 /BayesianOptimization https://github.com/fmfn/BayesianOptimization 一文读懂遗传算法工作原理（附Python实现） https://zhuanlan.zhihu.com/p/28328304 ACL2016最佳论文：用于口语对话系统策略优化的在线自动奖励学习 https://www.leiphone.com/news/201607/W2xVPWQQz2bAG9TS.html https://github.com/qhduan/just_another_seq2seq Seq2Seq_Chatbot_QA https://github.com/qhduan/Seq2Seq_Chatbot_QA MultiWOZ-Parser https://github.com/jojonki/MultiWOZ-Parser /Dual-LSTM-Encoder-Rank-Model https://github.com/Shuang0420/Dual-LSTM-Encoder-Rank-Model

https://github.com/llSourcell/Q-Learning-for-Trading All algorithms implemented in Python https://github.com/TheAlgorithms/Python Teach Machine to Trade https://github.com/tedrepo/teach-machine-to-trade Python-LeetCode https://github.com/JushuangQiao/Python-LeetCode ecnunlp-tensorflow-tutorial https://github.com/tedrepo/ecnunlp-tensorflow-tutorial EffectiveTensorflow https://github.com/tedrepo/EffectiveTensorflow TensorFlow-Eager-Execution-Examples https://github.com/ZhuanZhiCode/TensorFlow-Eager-Execution-Examples Search-based-Neural-Structured-Learning-for-Sequential-Question-Answering https://github.com/Microsoft/DynSP

Deep_reinforcement_learning_Course https://github.com/simoninithomas/Deep_reinforcement_learning_Course

LSH is a Python implementation https://github.com/mattilyra/LSH

git-tips https://github.com/zxsted/git-tips https://github.com/AppliedDataSciencePartners LSTM之父最新力作：手把手教你训练一个有世界观的AI赛车手 | 论文+代码 https://yq.aliyun.com/articles/597201 手把手教你用TensorFlow实现看图说话 | 教程+代码 https://yq.aliyun.com/articles/530390?spm=a2c4e.11153940.blogcont597201.16.121134fbUCRuAI 手把手：AlphaGo有啥了不起，我也能教你做一个（附Python代码） https://yq.aliyun.com/articles/485243?spm=a2c4e.11153940.blogcont597201.18.121134fbUCRuAI 手把手：教你如何用深度学习模型预测加密货币价格 https://yq.aliyun.com/articles/538484?spm=a2c4e.11153940.blogcont597201.22.121134fbUCRuAI 备战世界杯！先用深度学习与强化学习踢场 FIFA 18 https://www.jiqizhixin.com/articles/060702 OpenCV Object Tracking ： https://www.pyimagesearch.com/2018/07/30/opencv-object-tracking ELMo https://github.com/DancingSoul/ELMo

Gym小记 https://blog.csdn.net/u013745804/article/category/7251172

David Siver强化学习课程笔记 https://blog.csdn.net/u013745804/article/details/79379845 TensorFlow-Tutorials https://github.com/Hvass-Labs/TensorFlow-Tutorials

关于对话机器人，你需要了解这些技术： https://blog.csdn.net/ghui23/article/details/81628622

转载：chatbot聊天机器人技术路线： https://blog.csdn.net/viaco2love/article/details/80674329

预训练BERT，官方代码发布前他们是这样用TensorFlow解决的 https://mp.weixin.qq.com/s/CofeiL4fImq98UeuJ4hWTg

怎样在tensorflow中使用batch normalization？ https://www.zhihu.com/question/53133249/answer/465021577

DRL沧海拾遗 https://zhuanlan.zhihu.com/c_200065069

用Rasa NLU构建自己的中文NLU系统 http://www.crownpku.com//2017/07/27/%E7%94%A8Rasa_NLU%E6%9E%84%E5%BB%BA%E8%87%AA%E5%B7%B1%E7%9A%84%E4%B8%AD%E6%96%87NLU%E7%B3%BB%E7%BB%9F.html