clickmodels
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ClickModels is a small set of Python scripts for the user click models initially developed at Yandex. A Click Model is a probabilistic graphical model used to predict search engine click data from pas...
I was trying to generate DBN_output.log using below command. python2 bin/run_inference.py < content/stats.log I have used default config file. Content of stats.log is below, how can we generate DBN_output.log. 1c2aa70e-b31b-43c9-a4e5-769377682d2b...
Thanks for sharing the code. When I tested the UBM model, I encountered a question. We all know that UBM uses the EM algorithm to estimate the parameter. For example,...
hi i find another version of dbn model。 it has so much difference with your verison。 can you explain whoes is right? another version address: https://github.com/markovi/PyClick
what's output fields means?
def _getSessionEstimate(self, positionRelevances, layout, clicks, intent): .... gamma = self.getGamma(self.gammas, k, layout, intent) # E_k_multiplier --- P(S_k = 0 | C_k) P(C_k | E_k = 1) if C_k == 0:...
We have lots of class methods, but only "test" a subset of them by running `./inference.py < data/click_log_sample.tsv 2>inference.log` We need a proper unit-testing.
Currently all the new code has to support the intent probabilities. This requires thinking about correct probabilities and marginalization all the time and just makes the code complex. We should...