pykan
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KindXiaoming
Kolmogorov Arnold Networks
The KAN class is an implementation of an nn.Module, classically in ML, this expects it to be modular, reusable, extensible, etc. yet there are many utility methods that try to...
I'm building a model by iteratively adding new input variables. It would be brilliant to continue teaching a model by inheriting from another one (by simply just creating a copy...
When executing hellokan.ipynb the cell model.train(dataset, opt="LBFGS", steps=50); throws this error: --------------------------------------------------------------------------- RuntimeError Traceback (most recent call last) Cell In[14], line 1 ----> 1 model.train(dataset, opt="LBFGS", steps=50) File ~/python-test/pykan/kan/KAN.py:896, in...
Hello, While working with the `pykan` project, I noticed some opportunities to enhance the installation guidelines, which could benefit users, particularly those new to Python development. I would like to...
Hello, how to train own dataset for regression task? I created the dataset in this way to check the regression task. ``` dataset = { 'train_input':torch.from_numpy(X_train[:3000]), 'test_input': torch.from_numpy(X_test[:2000]), 'train_label':torch.from_numpy(y_train[:3000]), 'test_label':torch.from_numpy(y_test[:2000]),...
Hello! We are trying to plot KAN at initialization:  and get error, (where 88 - is length of my set): ``` RuntimeError Traceback (most recent call last) [](https://localhost:8080/#) in...
I am currently employing the KAN model for a basic engineering regression problem and have observed unexpectedly low R^2 scores, even for the simplest configurations. Given this, I suspect there...
Hello, I'm an avid transformer architecture user and have sufficient knowledge about neural networks. Upon reading your github repo, I have seen great potential on a novel idea and would...
