Ziniu Hu

Results 39 comments of Ziniu Hu

That's a reasonable suggestion. So how to modify the current repository to be a fork of LightGBM?

Original "lightgbm" provides a good python API, which you can refer for using it in jupyter. https://lightgbm.readthedocs.io/en/latest/Python-Intro.html Thus, compile the files we provide, then you can use our code in...

Sorry about previous mistake. I checked the python interface, and find that there are some parts need to be modified to adapt our changes. I will fix this issue as...

Sorry I haven't tried to compile this repo on MAC environment. But since the major part is based on original LightGBM, it seems that you can follow the same instruction...

Sorry, I think at this point this repo doesn't support PythonAPI, and can only be used via the log file. Some modification of the API is required to make it...

Hi, can I know which PyG version you are using? I add this node_dim to solve another issue that occur in latest pyG. You can simply try delete the node_dim...

Hi. Our model indeed supports encode edge information. In our case, we treat discrete timestamp as the edge feature and adopt a temporal encoding (https://github.com/acbull/pyHGT/blob/16547c0c0a6977c40b8efa88a7f3e40cf1955362/pyHGT/conv.py#L283) to encode it, which will...

You can try this paper: http://proceedings.mlr.press/v119/liu20n/liu20n.pdf

Let's doable, but I guess that's not the optimal solution, as the model should learn the attention by itself. If you wants to do that, simply reply the temporal stamp...

Hi: I checked the dill loading code, and it works well from my side. I search this error message and found people arguing that Python 3.8 (https://github.com/uqfoundation/dill/issues/318) seems to lead...