Results 10 issues of DM

it seems that there are some scripts missing in utils. When trying to execute nntest.py I receive the following: File "nntest.py", line 2, in from utils.nn import linearND, linear ImportError:...

### Error Description I’m fitting CT-GAN and TVAE on the attached halfmoon dataset (using the default parameters). When sampling from the model I get the float variables discretised to the...

bug
data:single-table

Is there an implementation of collapsed gibbs sampling in hierarchical dirichlet process?

How is code modified when outputs lie in {-1,1}? Is it simply changing `log_p` as follows? `log_p = np.sum(np.log(sigmoid(y*np.dot(X, z_sample)))) + np.sum(norm.logpdf(w_sample, np.zeros(P), np.ones(P)))`

### Bug description I'm receiving `RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:2 and cpu! (when checking argument for argument weight...

bug
strategy: deepspeed
ver: 2.0.x

What is the recommended way to extract an embedding vector of the original output dimension (length 1024) for context exceeding current max tokens limit (514 tokens for XML-Roberta tokenizer per...

Hi, Thanks for sharing your code. Can this code support motif detection in directed weighted networks?

Is there some documentation outlining the algorithmic improvements of your implementation of `PrivBayes` I could look up?

@TZTsai ` "RuntimeError: Conditional mismatch. Got inference conditional, without any training conditional"` is being raised when training the DDPM with `is_classification=True` and trying to generate samples from it with an...