https://github.com/xlisp/jim-emacs-fun-xiguabook-prml
西瓜书, PRML, PPL学习记录--以及数学公式理论到算法的过程记录
https://github.com/xlisp/jim-emacs-fun-xiguabook-prml
Last synced: 4 months ago
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西瓜书, PRML, PPL学习记录--以及数学公式理论到算法的过程记录
- Host: GitHub
- URL: https://github.com/xlisp/jim-emacs-fun-xiguabook-prml
- Owner: xlisp
- License: epl-1.0
- Created: 2017-10-18T10:03:17.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-04-17T12:45:00.000Z (over 7 years ago)
- Last Synced: 2025-05-15T17:14:30.893Z (6 months ago)
- Language: Java
- Homepage:
- Size: 9.77 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
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README
# jim-emacs-fun-xiguabook-prml: 西瓜书,PRML,PPL学习记录, 以及数学公式理论到算法的过程记录
### HMM-viterbi算法
```clojure
viterbi-algorithm-clj.core=> (Viterbi/main (into-array (list "1" "3")))
States: #, NN, VB,
Observations: I, write, a letter,
Start probability: #: 0.3, NN: 0.4, VB: 0.3,
Transition probability:
#: { #: 0.2, NN: 0.2, VB: 0.6, }
NN: { #: 0.4, NN: 0.1, VB: 0.5, }
VB: { #: 0.1, NN: 0.8, VB: 0.1, }
Emission probability:
#: { I: 0.01, write: 0.02, a letter: 0.02, }
NN: { I: 0.8, write: 0.01, a letter: 0.5, }
VB: { I: 0.19, write: 0.97, a letter: 0.48, }
Viterbi path: [NN, VB, NN, ].
Probability of the whole system: 0.06208000000000002
nil
viterbi-algorithm-clj.core=>
```
### 贝叶斯网络
```clojure
```
### 马尔科夫网络
```clojure
```
### 高斯分布
```clojure
```
Transition probability:
## License
Copyright © 2017 FIXME
Distributed under the Eclipse Public License either version 1.0 or (at
your option) any later version.