贝叶斯网络精华

贝叶斯网络是一种概率网络，它是基于概率推理的图形化网络，而贝叶斯公式则是这个概率网络的基础。贝叶斯网络是基于概率推理的数学模型，所谓概率推理就是通过一些变量的信息来获取其他的概率信息的过程，基于概率推理的贝叶斯网络(Bayesian network)是为了解决不定性和不完整性问题而提出的，它对于解决复杂设备不确定性和关联性引起的故障有很大的优势，在多个领域中获得广泛应用。

如何看待NIPS2017图灵奖得主贝叶斯网络之父Judea Pearl...
- https://www.zhihu.com/question/263886044/answer/274091213
如何看待NIPS2017图灵奖得主贝叶斯网络之父Judea Pearl...
- https://www.zhihu.com/question/263886044/answer/274144740
动态贝叶斯网络怎么应用在自然语言生成？ - 知乎
- https://www.zhihu.com/question/46746637
zhihu.com/lives
- https://www.zhihu.com/lives
S 1.1 机器学习-朴素贝叶斯与单层神经网络关系
- https://zhuanlan.zhihu.com/p/30824582
神经网络学习与TensorFlow实践
- https://zhuanlan.zhihu.com/mBrain
Bayesian Deep Learning Part II: Bridging PyMC3 and...
- http://twiecki.github.io/blog/2016/07/05/bayesian-deep-learning/
贝叶斯网络概率表怎么输入？ - 知乎
- https://www.zhihu.com/question/36118373
Simple Bayesian Network via Monte Carlo... | Bugra Akyildiz
- http://bugra.github.io/work/notes/2014-05-23/simple-bayesian-network-via-monte-carlo-markov-chain-mcmc-pymc/
深入浅出朴素贝叶斯理论
- https://zhuanlan.zhihu.com/p/24602462
Bayesian networks and causality
- http://jliszka.github.io/2013/12/18/bayesian-networks-and-causality
Bayesian Deep Learning
- http://twiecki.github.io/blog/2016/06/01/bayesian-deep-learning/
Random-Walk Bayesian Deep Networks: Dealing with...
- http://twiecki.github.io/blog/2017/03/14/random-walk-deep-net/
贝叶斯网络 - 话题精华 - 知乎
- https://www.zhihu.com/topic/19684579/top-answers
Beyes optimization - tracholar's personal knowledge wiki
- http://tracholar.github.io/wiki/machine-learning/beyes-opt.html
Bayesian networks
- https://ermongroup.github.io/cs228-notes/representation/directed/
ICLR 2018 有什么值得关注的亮点？ - 知乎
- https://www.zhihu.com/question/67335251/answer/269834774
贝叶斯网络结构学习1 - 鱼头的技术小站
- https://lucius-yu.github.io/docs/probability/BNStructureLearning1/
Bayesian Methods for Hackers
- http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
时间序列异常检测算法研究？ - 知乎
- https://www.zhihu.com/question/47070186

展开全文

参考链接

父主题

贝叶斯理论

数学建模

子主题

有向图

微信扫码咨询专知VIP会员

Top