treb1en / hiddenmarkovmodel_pytorch Goto Github PK
View Code? Open in Web Editor NEWPytorch: Viterbi, Forward-Backward and Baum Welch with a Hidden Markov Model (HMM)
Pytorch: Viterbi, Forward-Backward and Baum Welch with a Hidden Markov Model (HMM)
Hello,
it seems that no NHMM is implemented in python (at least I could not find any). I just wanted to leave a suggestion for possible future improvements. Congratulations on the project, thank you very much!
Hello,
I had a look at your code, and I wanted to understand the syntax of the following:
in HiddenMarkovModel.py, line 183:
obs_prob_seq = self.E[obs_seq]
What is this syntax supposed to do?
Thanks in advance!
Hello,
I'm interested in playing around with and modifying your HMM code to support Gaussian HMMs, but I noticed that you do not have a license attached. Would you mind attaching a license, so the rights to use and modify your code are clear?
Thanks!
If I have some sequences, such as ['a', 'b', 'c' , 'f'] , ['s', 'w', 'c' , 'u'] ....
How to use HiddenMarkovModel_Pytorch
to detect which is an abnormal sequence or compute the probability/loglikehood of the sequence ?
Hello TreB1eN,
I have a question about the code that predict the hidden state in viterbi_inference
HiddenMarkovModel_Pytorch/HiddenMarkovModel.py
Lines 66 to 68 in 50aed18
I think to predict state, we have to choose the state with the highest probability like code that predict last state
Can you explain it to me?
Thanks!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.