KindXiaoming/pykan

Issues

• model.fit doesn't have pred_fn!

  #464 opened 3 months ago by Jimmy-INL
  1

• how to get the activation function without symbolic?

  #500 opened a month ago by hailunforthree
  0

• new learner，please help me！tell me why。

  #499 opened a month ago by Huglydragon
  1

• All-nan value problem for the latest version

  #498 opened a month ago by yqdleiyi
  0

• how to use model.auto_symbolic() after model.loadckpt()?

  #497 opened a month ago by hailunforthree
  0

• A real world application based on KAN

  #496 opened a month ago by yli-uos
  0

• Physical不可用，全有报错

  #495 opened a month ago by huaho-953
  0

• experiment1中的代码在可视化losses时报错

  #491 opened 2 months ago by reflexc
  1

• Example_6_PDE_interpretation.ipynb

  #493 opened 2 months ago by FXTY
  0

• Error in saveckpt

  #492 opened 2 months ago by Jordi-
  1

• Tutorial hellokan doesn't work at `symbolic_formula`! 示例教程 hellokan的symbolic_formula有问题！

  #462 opened 3 months ago by 2catycm
  5

• All Linear function

  #490 opened 2 months ago by aaf2077
  0

• MultKAN.reg() got an unexpected keyword argument 'entropy_offset'

  #489 opened 2 months ago by Akaqox
  1

• How to get the predictions for regression task?

  #488 opened 2 months ago by ED20B012
  0

• 遇到了一个奇怪的bug：data里面测试集的维度会对模型的结果产生

  #486 opened 2 months ago by buyudaren3
  2

• symbolic regression of KAN for formular systems

  #487 opened 2 months ago by splendid249
  1

• Need help for a task

  #479 opened 2 months ago by prokash122
  1

• Will pruning happen automatically?

  #450 opened 3 months ago by lyenthu
  2

• Implementation seem to be not quite efficient

  #485 opened 2 months ago by Hope1337
  0

• demo.ipynb error

  #484 opened 2 months ago by kobyzev-yuri
  2

• Is KAN (pykan) sufficient for classification tasks?

  #477 opened 3 months ago by SaranDS
  3

• Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cuda:1!

  #483 opened 2 months ago by alikeayal
  0

• When training after replacing the activation function with the specified basic function, NaN appears.

  #482 opened 2 months ago by Saber-xxf
  3

• How to draw svg photo when I am using the Plot function

  #466 opened 2 months ago by glotm
  3

• Irreproducible Example_1_function_fitting.ipynb

  #454 opened 3 months ago by tyagi-ankit
  2

• problem of auto_symbolic(lib=lib)

  #480 opened 2 months ago by niuniu666-ignore
  0

• What are the possible reasons for the big gap between the use of LBFGS and Adam optimizer?（什么可能的原因造成使用LBFGS和Adam优化器差距很大？）

  #459 opened 3 months ago by glotm
  2

• Is there any way to penalize the coefficients in symbolic regression?

  #478 opened 3 months ago by Dash-RSer
  0

• Clarification on L1 Norm Regularization in Paper vs. Code Implementation

  #476 opened 3 months ago by MasayukiNagai
  0

• Discussion on Symbolic Fitting Variability

  #474 opened 3 months ago by yixi0527
  0

• Pykan == 0.2.6 Cann't load ?? with my code but tutorial is work!!

  #473 opened 3 months ago by THEFLASHFORD
  1

• Can KAN using for multi objective functions ?

  #471 opened 3 months ago by THEFLASHFORD
  1

• KAN 2.0: PLOT, PRUNE, MULT_ARITY - How to solve:

  #472 opened 3 months ago by francescoporta
  0

• the first hellokan is not work well on my PC, what's wrong?

  #468 opened 3 months ago by PaulcjhFrack
  4

• KAN 2.0主要是加了更多功能，或者底层实现更高效了（但接口没有变，用户并不用管细节）。还是建议从hellokan开始玩：https://github.com/KindXiaoming/pykan/blob/master/hellokan.ipynb

  #470 opened 3 months ago by PaulcjhFrack
  1

• KAN 2.0主要是加了更多功能，或者底层实现更高效了（但接口没有变，用户并不用管细节）。还是建议从hellokan开始玩：https://github.com/KindXiaoming/pykan/blob/master/hellokan.ipynb

  #469 opened 3 months ago by PaulcjhFrack
  1

• Binary Incompatibility when import kan module

  #467 opened 3 months ago by Neural-SEIR
  0

• not an issue - NVIDIA drops KAN accerelator library (paper only) - Unbound KAN 15X speed up

  #465 opened 3 months ago by johndpope
  0

• Kanpiler not compiling this simple expression

  #463 opened 3 months ago by simonnanty
  0

• Some questions about utils.py

  #461 opened 3 months ago by asihgfhui66
  0

• constitutive_laws_generator is not defined

  #460 opened 3 months ago by zhangmeng125
  0

• NAN appears when doing time series problems.（做时间序列问题时候出现NAN）

  #457 opened 3 months ago by glotm
  3

• Kolmogorov-Arnold Transformer

  #458 opened 3 months ago by Adamdad
  0

• Problems when using Adam and LBFGS optimizers（在使用Adam和LBFGS优化器时候问题）

  #456 opened 3 months ago by glotm
  0

• An error is reported when the model is loaded

  #452 opened 3 months ago by Saber-xxf
  2

• Issue with understanding KAN implementation for regression task

  #455 opened 3 months ago by sanjanasur
  0

• The result of adding the same variable formulas in the KAN Compiler is not ideal.（KAN Compiler 对同一变量相加公式的结果不理想。）

  #451 opened 3 months ago by VVeida
  1

• For help

  #448 opened 3 months ago by gkwznb
  2

• For Help

  #453 opened 3 months ago by gkwznb
  0

• Why does the loss function keep increasing when I am training with Adam optimizer (using RMSE)

  #449 opened 3 months ago by glotm
  0