Ole-Christoffer Granmo

Hi @ruilinchen! Thanks for your comment. One trick that may help is that when you find a ratio between number_of_clauses and T that works well, you can keep that ratio...

Hi @bmreiniger and @andife! Thanks for bringing up this issue. The get- and set state methods only operate on the state of the Tsetlin Automata from the C-part of the...

Great that it works, @andife! Yes, I guess you could for instance just use one example X with the correct number of features and the largest y-value (number of classes...

Hi @devop01 - thanks for reporting! I have started adding pickle support, just completed for PyTsetlinMachine.

Hi again @devop01, just added pickle support for PyTsetlinMachineCUDA!

Hi @devop01, this happens because the local voting tallies used for asynchronous parallel learning is not stored as part of the state. Everything is reinitialized when you start training again....

Hi @jcriddle4! This looks very interesting. Thanks! Look forward to try out these modifications. Did you try it out on the MNIST dataset?

Hi @schuderer! Did you manage to solve the problem? Just upgraded to MacBook Pro M1 Max and tested the PyTsetlinMachine RegressionDemo. I am running: Python 3.10.7 (main, Sep 14 2022,...

Great it worked out! In the TMU implementation, a larger part of the code is moved over to Python/Numpy. Only the clauses are evaluated and updated in CUDA/C. Then it...