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Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, T...
Hi, I am training a Tsetline Machine, and trying to save the trained model using `pickle`. When I train the TM using CPU, the model is saved without errors. But,...
TMU learning faulty, shown in https://github.com/bimalb58/trec_exp Testing error does not increase: 94.24 17.20 0.14 7.49 0.41 1 95.45 17.60 0.15 4.85 0.41 1 97.27 17.20 0.14 4.44 0.41 1 97.49...
File "/data/tmp/tmu/./examples/classification/IMDbSparseAbsorbingTextCategorizationDemo.py", line 92, in tm.fit(X_train, Y_train) File "/data/tmp/tmu/tmu/models/classification/vanilla_classifier.py", line 374, in fit assert len(X) == len(Y), "X and Y must have the same length" File "/usr/local/lib/python3.10/dist-packages/scipy/sparse/_base.py", line 395, in...
Dev gives the following error when running LogicalTransformerDemo.py Traceback (most recent call last): File "/Users/oleg/Dropbox/Research/Implementations/LogicalTransformer/./LogicalTransformerDemo.py", line 73, in Y_test_predicted_token, Y_test_scores_token = tms[i][j].predict(X_test_token, return_class_sums=True) File "/Users/oleg/Dropbox/Research/Implementations/dev/tmu/tmu/models/classification/vanilla_classifier.py", line 425, in predict encoded_X_test...
1. TLDR; update_p must be global. Split this out into a function and it should be supported for vanilla. 2. Add a wrapper in TMComposite for this. 3. @olegranmo suggests...
During testing of a hardware implementation of a Convolutional Coalesced TM – for MNIST – I found that setting a maximum/minimum value of the signed weights could give a boost...
For the TMCoalescedClassifier I have used the following code to extract TA_actions per clause and weights per clause (per class). TA_action_array= np.zeros((numberofclauses, numberofliterals), int) for k in range (numberofclauses): for...